Tomorrow

Data QA

Every number, re-checked by a jury of models

Independent AI jurors re-read the source pages after every crawl. Wording differences are discarded, unanimous corrections are applied automatically, and anything contested lands in the queue below.

  1. Jury reads the source

    Independent Gemini + GPT + Grok jurors must quote the sentence they relied on.

  2. Wording is filtered out

    Prices within 3%, scale within 5%, re-ordered model lists — all discarded.

  3. The site fixes itself

    Unanimous corrections are written back to the catalog and logged.

  4. Silence isn’t failure

    “Unverifiable” means the vendor never stated it. Accuracy excludes those.

Verified

321

data points

Disputed

78

data points

Contradicted

16

data points

Unverifiable

132

data points

342 products audited · 77% of verifiable data points confirmed (321/415) · 24% not stated on any vendor page · last sweep 2026-11-08 06:06 UTC

The queue

Data points where the jury disagreed with us, or with each other.

DisputedEntry priceWiz DefendWiz
We publish
$0/month
Jury reads
custom quote / not publicly listed
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Wiz pricing - get a custom quote | Wiz Pricing request"”
Source page →
DisputedVersionWiz DefendWiz
We publish
Wiz Defend
Jury reads
Wiz Platform
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Wiz Platform Pricing"”
Source page →
DisputedEntry priceCopilot StudioMicrosoft
We publish
$0.01/month
Jury reads
$0/month
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Sign up for a free Azure account and receive a $200.00 credit to create agents or use in other Azure services."”
Source page →
ContradictedEntry priceKhanmigoKhan Academy
We publish
$0/month
Jury reads
$4/month
  • gemini-3.5-flash disagree“For you $4/month $44/year Save $4 w/ annual Master skills with personalized tutoring on Khan Academy's world-class content.”
  • gpt-5.4-mini agree“"Khanmigo pricing: Free for teachers, $4/month for parents & learners"”
  • gemini-3.1-pro-preview disagree“For you $4/month $44/year”
  • gpt-5.4 disagree“Khanmigo pricing: Free for teachers, $4/month for parents & learners”
  • grok-4 disagree“Khanmigo pricing: Free for teachers, $4/month for parents & learners”
Source page →
DisputedModel stackElevenLabsElevenLabs
We publish
Dubbing v2, Eleven Flash, Eleven Flash v2.5, Eleven Multilingual v2, Eleven Music, Eleven Music v2, Eleven Scribe, Eleven Scribe v2, Eleven Turbo v2, Eleven v3, Eleven v3 Conversational, Eleven v4, Eleven v4 Turbo, eleven_realtime_v1_max, eleven_realtime_v1_mini, eleven_text_to_sound_v3, Flash v2.5, gpt-6-astra, Kling, multilingual_v2, Music v2, Music v2.5, Scribe, Scribe v2, Scribe v2 Medical, Scribe v2 Realtime, SFX v3, Veo, Wan
Jury reads
Dubbing v2, Eleven Flash, Eleven Flash v2.5, Eleven Multilingual v2, Eleven Music, Eleven Music v2, Eleven Scribe, Eleven Scribe v2, Eleven Turbo v2, Eleven v3, Eleven v3 Conversational, Eleven v4, El
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree““We build our own foundational models, beginning with the first human-like voice model and now extending far beyond voice. Eleven Multilingual v2 ... Eleven Turbo v2 ... Eleven Flash v2.5 ... Eleven v3 ... Eleven Music ... Scribe v2 Realtime ... Scribe v2 ... Music v2 ... Dubbing v2 ... Eleven v4 ...” and “Image & Video Create or edit images and turn ideas into videos with leading models like Veo,”
Source page →
ContradictedUsage claimWhisperOpenAI
We publish
106k
Jury reads
112.2k
  • gemini-3.5-flash disagree“Stars 112.2k stars”
  • gpt-5.4-mini disagree“"Star 112k ( 112k )"”
Source page →
DisputedModel stackWhisperOpenAI
We publish
gpt-transcribe, Whisper, Whisper large-v3, whisper-1
Jury reads
turbo, tiny, base, small, medium, large, large-v3
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Available models and languages" and "There are six model sizes..." / "Additionally, the turbo model is an optimized version of large-v3" / "use one of the multilingual models ( tiny , base , small , medium , large ) instead of turbo ."”
Source page →
DisputedModel stackAWS Trainium2AWS
We publish
AWS Trainium2, Llama, Llama 3.1, Llama 3.1 405B, Llama 3.3, Llama 3.3 70B, Neuron compiler, Qwen3, Stable Diffusion, Trainium2
Jury reads
Llama 3, Llama 3.1, Llama 3.1 405B, Llama 3.3, Llama 3.3 70B, Llama 4, Stable Diffusion, Qwen3, GPT-OSS, GPT-OSS 120B, Wan 2.2, Flux
  • gemini-3.5-flash disagree“Hugging Face inference with torch.compile Guides Work with NKI kernels from torch-neuronx Use torch.distributed on Neuron Profile memory usage in torch-neuronx torch.compile on Neuron How torch.compile works Optimize a model Backend reference Reference API reference Operator compatibility table Environment variables Best practices Guidelines for memory management TorchNeuron resources Troubleshoot”
  • gpt-5.4-mini unverifiable
Source page →
DisputedModel stackGoogle TPU IronwoodGoogle
We publish
Gemini, Google TPU Ironwood, Ironwood, Ironwood (TPU v7), Ironwood TPU, Ironwood TPU (7th Generation), TPU v7, TPU7x, TPU7x (Ironwood), XLA compiler
Jury reads
OpenXLA, JAX, PyTorch, TorchTPU, vLLM, SGLang, MaxText, Tunix
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"TPU software stack TPU software stack is engineered to bridge the gap between high-level machine learning code and custom silicon to optimize raw hardware efficiency. JAX ... TorchTPU & PyTorch ... OpenXLA ... MaxText ... Tunix ... vLLM ... SGLang ..."”
Source page →
DisputedVersionAtlasBoston Dynamics
We publish
Electric Atlas (Enterprise version)
Jury reads
Enterprise-Ready Product version launches
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Enterprise-Ready Product version launches Our latest iteration of the Atlas robot is built for enterprise applications, incorporating lessons learned from real-world testing and features to support safety, reliability, and ecosystem integrations."”
Source page →
DisputedModel stackKolorsKuaishou
We publish
Kolors 2.1
Jury reads
Kling 4.0, Kling Image 3.0
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"All-New Kling 4.0" and "Kling Image 3.0"”
Source page →
DisputedVersionKolorsKuaishou
We publish
2.1
Jury reads
4.0
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"All-New Kling 4.0"”
Source page →
DisputedEntry priceERNIE BotBaidu
We publish
$0/month
Jury reads
$0.0008/千tokens (input)
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree““ERNIE 4.5 Turbo … 输入价格 ¥0.0008/ 千tokens 输出价格 ¥0.0032/ 千tokens””
Source page →
DisputedEntry pricedbt Copilotdbt Labs
We publish
$0/month
Jury reads
Free trial and free monthly usage available; dbt Wizard is $100/mo in Wizard credits per account, additional usage billed as consumption add-on
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"dbt Wizard $100/mo in Wizard credits per account, additional usage billed as consumption add-on" and "Free trial and free monthly usage available, details below"”
Source page →
DisputedVersionMosaic AIDatabricks
We publish
2026 platform
Jury reads
Oct 29, 2026
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Last updated on Oct 29, 2026"”
Source page →
DisputedEntry priceMosaic AIDatabricks
We publish
$0/month
Jury reads
Free trial available; pay-as-you-go pricing with no up-front costs
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Databricks offers you a pay-as-you-go approach with no up-front costs."”
Source page →
DisputedVersionChaiChai Discovery
We publish
Chai-1
Jury reads
Chai-2
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Our models learn the principles of biological structure and interaction, and design new molecules from scratch."”
Source page →
DisputedVersionAmazon NovaAWS
We publish
Nova 2
Jury reads
Nova 2 Lite, Nova 2 Sonic
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Nova 2 Lite Learn about Nova 2 Lite, a fast, cost-effective reasoning model for most everyday tasks" and "Nova 2 Sonic Learn about our next-generation speech-to-speech model for conversational AI"”
Source page →
DisputedUsage claimPerplexityPerplexity
We publish
34M
Jury reads
more than 100M
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"In April 2026, Reuters reported that the Financial Times had cited more than 100 million monthly active users across Perplexity’s search and agent products."”
Source page →
DisputedModel stackPerplexityPerplexity
We publish
Claude Opus 4.5, Claude Opus 5.5, Frontier Models, Gemini 3 Pro, GPT-5.2, GPT-5.6 Luna, GPT-5.6 Terra, GPT-6 Astra, GPT-6.1 Sol, Grok 4.6, Kimi K3, MiniMax H3, Opus 5, Seedance 2.5, Sonar
Jury reads
Sonar 2, GPT-5.6 Terra, GPT-5.6 Sol, Gemini 3.7 Flash, Claude Sonnet 5, Claude Opus 5, Kimi K3, GLM 5.3, Grok 4.6, Nemotron 3 Ultra
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"The ten entries below come from a September 4, 2026 snapshot of the Perplexity help page... Sonar 2 Provider Perplexity GPT-5.6 Terra Provider OpenAI GPT-5.6 Sol Provider OpenAI Gemini 3.7 Flash Provider Google Claude Sonnet 5 Provider Anthropic Claude Opus 5 Provider Anthropic Kimi K3 Provider Moonshot AI GLM 5.3 Provider Z.ai Grok 4.6 Provider xAI Nemotron 3 Ultra Provider NVIDIA"”
Source page →
DisputedVersionGPT ImageOpenAI
We publish
dall-e-3
Jury reads
GPT Image
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Image generation Overview GPT-Live Getting started Prompting Managing sessions Delegation and tools Migrate to GPT-Live Partner integrations Realtime API Getting started Prompting Managing conversations Voice activity detection Tools and MCP Build with voice Voice agents Connect voice to Decisions Custom voices Cost optimization Connections WebRTC WebRTC with WARP WebSockets Telephony and SIP Ser”
Source page →
DisputedModel stackStable DiffusionStability AI
We publish
more, Nano Banana, Seedream, Stable Audio 3.0, Stable Diffusion, Stable Diffusion 3.5
Jury reads
Stable Diffusion 3.5, Stable Audio
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Generate and edit images, 3D models, and audio with Stable Diffusion 3.5, Stable Image, and Stable Audio."”
Source page →
DisputedModel stackBrisk TeachingBrisk
We publish
Undisclosed, unspecified, unspecified proprietary/fine-tuned educational models
Jury reads
Standard, Turbo
  • gemini-3.5-flash disagree“Advanced language models | Standard | Turbo | Turbo”
  • gpt-5.4-mini agree“The source text does not name any underlying model; it only says things like “AI layer for every tool, website, and resource” and “Advanced language models Standard Turbo Turbo,” without identifying a specific model.”
  • gemini-3.1-pro-preview unverifiable
  • gpt-5.4 disagree“Advanced language models Standard Turbo Turbo”
  • grok-4 agree“Advanced language models Standard Turbo Turbo”
Source page →
DisputedUsage claimClaudeAnthropic
We publish
$47B
Jury reads
$65B
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Sacra estimates that Anthropic hit $65B in annualized revenue in July 2026, up from $9B at the end of 2025."”
Source page →
ContradictedModel stackClaudeAnthropic
We publish
Claude Fable 5, Claude Fable 5.1, Claude Haiku 4.5, Claude Haiku 5.5, Claude Mythos 5, Claude Mythos 5.1, Claude Opus 4.5, Claude Opus 4.8, Claude Opus 5, Claude Opus 5.5, Claude Sonnet 5, Claude Sonnet 5.5, Opus 4.6, Opus 4.7, Sonnet 4.5, Sonnet 4.6
Jury reads
Claude Fable 5.1, Claude Haiku 4.5, Claude Haiku 5.5, Claude Mythos 5, Claude Mythos 5.1, Claude Opus 4.7, Claude Opus 4.8, Claude Opus 5, Claude Opus 5.5, Claude Sonnet 4.5, Claude Sonnet 4.6, Claude
  • gemini-3.5-flash disagree“Text generated by Claude Mythos 5, Claude Opus 4.7, and Claude Sonnet 4.6 carries Anthropic’s text watermark on the platforms listed in How Claude marks AI-generated content .”
  • gpt-5.4-mini disagree“"The model lineup includes Opus 5.5 for complex coding and professional work and Sonnet 5.5 for faster, lower-cost tasks. Fable 5.1 provides another option for demanding, long-running projects. Mythos 5.1 uses the same underlying model as Fable 5.1 with different safeguards and restricted access through trusted programs for cybersecurity and life-sciences work."”
Source page →
ContradictedModel stackClaude CodeAnthropic
We publish
Claude 3.5 Sonnet, Fable 5, Fable 5.1, Haiku, Haiku 4.5, Haiku 5.5, Opus, Opus 5, Opus 5.5, Sonnet, Sonnet 3.5, Sonnet 5, Sonnet 5.5
Jury reads
Fable, Opus, Sonnet, Haiku
  • gemini-3.5-flash disagree“Mythos (including Fable) Opus Sonnet Haiku”
  • gpt-5.4-mini agree“"Latest models\n... Fable 5.1 ... Opus 5.5 ... Sonnet 5.5 ... Haiku 5.5 ... Opus ... Sonnet ... Haiku ..."”
  • gemini-3.1-pro-preview disagree“Models Mythos (including Fable) Opus Sonnet Haiku... Fable 5.1 Next generation intelligence... Opus 5.5 Daily driver... Sonnet 5.5 High-performance model... Haiku 5.5 Fastest”
  • gpt-5.4 disagree“Models and usage Features Free Pro Max Ultra Limit every 5 hours Limited 1x 5x No 5-hour limit ‡ Limit every week Limited 1x 5x 10x Fable More information No Usage credits 50% of weekly limits* 50% of weekly limits* Opus No Yes Yes Yes Sonnet Yes Yes Yes Yes Haiku Yes Yes Yes Yes”
  • grok-4 unverifiable
Source page →
DisputedModel stackNuro DriverNuro
We publish
Nuro Driver AI-first self-driving system, Nuro foundation driving model
Jury reads
AI-first self-driving system
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Nuro Driver™ Meet the Nuro Driver™—an AI-first self-driving system that empowers automakers and mobility providers to scale autonomy responsibly."”
Source page →
DisputedModel stackQuantinuum HeliosQuantinuum
We publish
Guppy / TKET, Helios, Helios trapped-ion QPU
Jury reads
Guppy / TKET / HUGR
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Build Quantum Applications From our unified cloud platform Nexus to our developer suite (Guppy, TKET, and HUGR), build on an integrated stack designed for accessibility."”
Source page →
DisputedEntry priceCharlotte AICrowdStrike
We publish
$0/month
Jury reads
Free
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Falcon Free Trial Free No credit card required Start free trial"”
Source page →
DisputedModel stackCodexOpenAI
We publish
5.6 Sol, Codex, GPT-4, GPT-5.2, GPT-5.2-Codex, GPT-5.4, GPT-5.5, GPT-5.6, GPT-5.6 Luna, GPT-5.6 Sol, GPT-5.6 Terra, GPT-6, GPT-6 Astra, GPT-6 Luna, GPT-6 Sol, GPT-Live, GPT-Live-1, gpt-oss
Jury reads
GPT-5.1 Codex, GPT-5, GPT-5 Codex
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Codex app-server" and "Models and inference" are listed in the Codex docs navigation, but the source text does not contain the claimed model list; the only explicit Codex model references in the supplied text are to "GPT-5.1 Codex" and "GPT-5 Codex" elsewhere in the page text.”
Source page →
DisputedVersionCodexOpenAI
We publish
Codex
Jury reads
Preview
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Codex app-server" and "Codex CLI customization" appear under the documentation navigation, but the source text does not state a latest shipped version value for Codex; the closest explicit version-like label in the supplied text is "Preview limitations".”
Source page →
DisputedVersionLe ChatMistral
We publish
Vibe
Jury reads
Vibe is the product name/offer, not a version; no version string is given in the source text
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Vibe The unified agent for productivity and coding."”
Source page →
DisputedModel stackLe ChatMistral
We publish
Magistral, Mistral Large, Mistral Large 3, Mistral Large 4, Mistral Medium, Mistral Medium 3.5, Mistral OCR 4, Mistral Small, Mistral Small 4, OCR, OCR 4, OCR 4.1, Voxtral, Voxtral TTS
Jury reads
The source text only explicitly links Le Chat/Vibe to Mistral Medium, OCR, Voxtral, and Mistral Small; it does not support the full listed model set
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Which model should I use? For most tasks and coding: Mistral Medium . For document AI: OCR. For audio and speech intelligence: Voxtral . For cost-sensitive projects: Mistral Small ."”
Source page →
DisputedModel stackTenstorrent BlackholeTenstorrent
We publish
Blackhole Tensix, Gemma-2, Gemma4, GLM-5.2, Kimi-K3, Llama-3.3-70B, Qwen3-32B, Tensix cores, tt-metal / tt-nn
Jury reads
Blackhole, Gemma-4-31B, GLM-5.3, Kimi-K2.7, Llama 3.1-8B, Qwen3-32B
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Models minimax-h3: merge Turbo LoRA on host with stochastic bf16 rounding PR 62888 Dev-loop 1M-token layers.0 run against the FP64 golden, with error distributions PR 62889 K3 prefill CI: trace the disaggregated legs and gate on traced perf PR 63709 Re-centre the Qwen3-32B T3K decode_t/s/u target to 20.7 ±15% PR 63537 ... Re-centre stale Llama 3.1-8B P150 TTFT, Flux.1 schnell QB2 fps and Gemma-4-”
Source page →
DisputedEntry priceSoraOpenAI
We publish
$20/month
Jury reads
$0/month
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Sora is available on the API platform at no cost."”
Source page →
DisputedModel stackUiPath Agentic AutomationUiPath
We publish
Autopilot, Multiple, UiPath Agentic AI / Maestro, UiPath Agentic Automation, UiPath proprietary models
Jury reads
UiPath Autopilot, Claude Code, Cursor, Codex
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Start quickly with Claude Code, Cursor, Codex, or UiPath Autopilot"”
Source page →
DisputedEntry priceSpeakSpeak
We publish
$20/month
Jury reads
Free trial; paid subscription pricing varies by plan, region, and promotions
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree““Speak offers a 7-day free trial, after which a paid subscription is required to continue. Pricing varies by plan, region, and any current promotions, so the most accurate pricing is always within the app.””
Source page →
ContradictedModel stackSpeakSpeak
We publish
ChatGPT, GPT models, GPT-4, GPT-4 (OpenAI partnership), GPT-5, OpenAI models, Whisper
Jury reads
ChatGPT (via OpenAI partnership)
  • gemini-3.5-flash disagree“Speak has a partnership with OpenAI, the company behind ChatGPT, and is backed by the OpenAI Startup Fund.”
  • gpt-5.4-mini disagree““Speak has a partnership with OpenAI, the company behind ChatGPT, and is backed by the OpenAI Startup Fund.””
Source page →
ContradictedEntry priceMagicSchool AIMagicSchool
We publish
$0/month
Jury reads
$12.99/month
  • gemini-3.5-flash disagree“$12.99 USD/mo billed monthly For individual teachers ready to go further”
  • gpt-5.4-mini agree“"$0 Forever Free For individual teachers exploring AI"”
  • gemini-3.1-pro-preview disagree“$12.99 USD/mo billed monthly”
  • gpt-5.4 agree“FREE $0 Forever Free For individual teachers exploring AI”
  • grok-4 disagree“PLUS $8.33 USD/user/mo (billed annually) $12.99 USD/mo (billed monthly) For individual teachers ready to go further”
Source page →
DisputedModel stackHuawei Ascend 910CHuawei
We publish
Ascend 910C, CANN / MindSpore
Jury reads
CANN, MindSpore
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree““应用使能 ModelArts HiAi Service 第三方平台&服务 MindSDK AI应用软件开发套件 MindCluster 集群使能 MindEdge 端边使能 MindSpeed 训练加速库 MindIE 推理引擎 AI框架 MindSpore 昇思 PyTorch TensorFlow ... ... 硬件使能 CANN 异构计算架构 MindStudio 全流程工具链 CCAE 集群自智引擎 昇腾系列硬件 集群 服务器 标卡 模组 伙伴硬件 ...””
Source page →
DisputedModel stackGeminiGoogle
We publish
Gemini 2.5 Flash Image, Gemini 3 Flash, Gemini 3 Pro, Gemini 3.1 Flash-Lite, Gemini 3.1 Pro, Gemini 3.5 Flash, Gemini 3.5 Flash-Lite, Gemini 3.5 Transcribe, Gemini 3.6 Flash, Gemini 3.7 Flash, Gemini 3.8 Flash, Gemini 3.8 Flash TTS, Gemini 4 Argon, Gemini Omni, Gemini Omni Flash, Gemini Robotics, Lyria 3, Lyria 3.5, Nano Banana, Nano Banana 2, Nano Banana Pro, Veo 3.1
Jury reads
Gemini 3.6 Flash, Gemini 3.1 Pro, Gemini 3 Pro, Gemini 4 Argon, Gemini Omni, Gemini 3.8 Flash, Gemini 3.8 Flash TTS, Nano Banana 2, Lyria 3.5, Gemini 3.1 Flash-image-preview, Gemini Omni-1.1 Flash
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“The source text names only some models, including: "Access to Gemini 3.6 Flash and Deep Research in Gemini."; "Access to Gemini 4 Argon for frontier performance in complex workflows."; "Expanded access to Gemini 3.1 Pro"; "Expanded access to Gemini 3 Pro"; "Description="Our flagship reasoning model..." title="Gemini 4 Argon""; "title="Gemini 3.8 Flash""; "title="Gemini 3.8 Flash TTS""; "title="Nan”
Source page →
DisputedEntry priceGeminiGoogle
We publish
$16.67/month
Jury reads
$8.99/month
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Or, upgrade to get AI Pro and YouTube Premium with ad-free videos and music for just $8.99/mo ($35.98/mo when purchased separately)."”
Source page →
DisputedEntry priceVeoGoogle DeepMind
We publish
$20/month
Jury reads
No monthly plan stated; pricing is per 1M tokens
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree““Paid Tier, per 1M tokens in USD””
Source page →
ContradictedModel stackPikaPika Labs
We publish
Banana 2.1, Eleven Multilingual v2, Eleven Turbo v2.5, ElevenLabs Multilingual v2, ElevenLabs Turbo v2.5, Gemini 1.1 Omni Flash, Gemini Omni 1.1 Flash, Google Omni Flash, Google Veo 3.1, GPT Image 2.5, GPT Image 2.5 Nano, Grok Imagine, Grok Imagine 1.5, MiniMax H3, Nano Banana 2, Nano Banana 2.1, Pika 2.5, Pika Audio, Pika Music, Pika SFX, Pika Soundtrack, Pika Speech, Pikaframes, Pro, Pro model, Seedance 2.5, Seedream 4, Seedream 5, Turbo, Turbo model, Wan 3.0
Jury reads
Banana 2.1, Eleven Multilingual v2, Eleven Turbo v2.5, Gemini 1.1 Omni Flash, Gemini Omni 1.1 Flash, GPT Image 2.5 Nano, Grok Imagine, Grok Imagine 1.5, MiniMax H3, MiniMax Music 3.0, Nano Banana 2, N
  • gemini-3.5-flash disagree“Every model you need to make anything you want Seedance 2.5 Pika 2.5 GPT Image 2.5 Grok Imagine 1.5 Pika Audio Gemini 1.1 Omni Flash Nano Banana 2 MiniMax H3”
  • gpt-5.4-mini disagree““Video Models Seedance 2.5 MiniMax H3 Wan 3.0 Gemini Omni 1.1 Flash Pika 2.5 Pikaframes ... Image Models GPT Image 2.5 Nano Banana 2.1 Seedream 5 Grok Imagine ... Speech Models Pika Speech Eleven Multilingual v2 Eleven Turbo v2.5 ... Audio Models Pika Music Pika Soundtrack Pika SFX MiniMax Music 3.0””
Source page →
DisputedEntry priceAdobe FireflyAdobe
We publish
$4.99/month
Jury reads
free
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Adobe Firefly - Free Generative AI for Creatives" and "Try Firefly now, free."”
Source page →
DisputedModel stackAdobe FireflyAdobe
We publish
Adobe Firefly, Adobe Firefly Image Model, Firefly, Firefly Design Image 1, Firefly Image 3, Firefly Image 5, Firefly Image Model, Firefly Vector 2, Partner models
Jury reads
Adobe's own commercially safe generative AI models for images, video, audio, and vectors, plus partner models from Google, OpenAI, ElevenLabs, Luma AI, Runway, and others
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Adobe Firefly includes Adobe’s own commercially safe generative AI models for images, video, audio, and vectors, plus partner models from Google, OpenAI, ElevenLabs, Luma AI, Runway, and others."”
Source page →
DisputedEntry priceQwen-ImageAlibaba
We publish
$0/month
Jury reads
null
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“Alibaba Cloud Model Studio - Alibaba Cloud Models Overview Products Solutions Pricing Resources Partners Support ... Pricing ...”
Source page →
DisputedModel stackQwen-ImageAlibaba
We publish
Qwen, Qwen-Image, Qwen-Image-2, Qwen-VL
Jury reads
Qwen, Qwen3
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Welcome to Qwen! ¶ Qwen is the large language model and large multimodal model series of the Qwen Team, Alibaba Group." and "Qwen3, aka Qwen3-2504, has the following features: Dense and Mixture-of-Experts (MoE) models, available in 0.6B, 1.7B, 4B, 8B, 14B, 32B and 30B-A3B, 235B-A22B."”
Source page →
DisputedEntry priceDeepSeekDeepSeek
We publish
$0/month
Jury reads
$0.003/month
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"PRICING (2) 1M INPUT TOKENS (CACHE HIT) OFF-PEAK $0.003 $0.022"”
Source page →
DisputedModel stackSurfer SEOSurfer
We publish
ChatGPT, Claude, Gemini, GPT-4, Perplexity, Undisclosed frontier LLM
Jury reads
ChatGPT, Claude, Gemini, Perplexity, and beyond
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Boost visibility in Google AI Overviews Gemini ChatGPT Claude Perplexity and beyond."”
Source page →
ContradictedModel stackIntel Gaudi 3Intel
We publish
Accelerator, Intel Gaudi 2, Intel Gaudi 3
Jury reads
Intel Gaudi 2 AI accelerator, Intel Gaudi 3 AI accelerator
  • gemini-3.5-flash agree“Find detailed documentation to learn how to use the Intel Gaudi solutions - Intel® Gaudi® 2 AI accelerator and Intel® Gaudi® 3 AI accelerator.”
  • gpt-5.4-mini disagree“"Find detailed documentation to learn how to use the Intel Gaudi solutions - Intel® Gaudi® 2 AI accelerator and Intel® Gaudi® 3 AI accelerator."”
  • gemini-3.1-pro-preview disagree“Designed for demanding workloads like LLMs, multimodal models, and enterprise RAG, it uses standard Ethernet to help scale efficiently and cost-effectively.”
  • gpt-5.4 disagree“Find detailed documentation to learn how to use the Intel Gaudi solutions - Intel® Gaudi® 2 AI accelerator and Intel® Gaudi® 3 AI accelerator.”
  • grok-4 unverifiable
Source page →
DisputedVersionBrex AIBrex
We publish
Brex AI
Jury reads
Unspecified
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree““Brex AI by Brex” is not stated in the source text; the source only refers to Brex pricing and Brex products, not a shipped version.”
Source page →
DisputedEntry priceDAX CopilotMicrosoft
We publish
$0/month
Jury reads
null
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“The source text does not mention any pricing or monthly plan cost for Dragon Copilot.”
Source page →
DisputedModel stackNablaNabla
We publish
Clinical AI Layer, In-house speech models, Nabla Clinical AI, proprietary, Proprietary Clinical AI, Undisclosed frontier LLM
Jury reads
Undisclosed
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree““Clinical AI, compliance, specialty depth, and continuous model innovation—all in one platform, so partners can focus on what they’re building.””
Source page →
DisputedEntry priceMedLMGoogle Cloud
We publish
$0/month
Jury reads
$0.02 / 1,000 count, per 1 month / account
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Prediction 50,000,000 count and above $0.02 / 1,000 count, per 1 month / account"”
Source page →
ContradictedEntry priceGrammarlyGrammarly
We publish
$12/month
Jury reads
$30/month
  • gemini-3.5-flash disagree“Pro Deliver impactful writing, whether working alone or as a team. $12 USD / member / month, billed annually $30 when billed monthly”
  • gpt-5.4-mini agree“"Pro $12 USD" and "For individuals Free ... $0 USD / month" and "Pro Deliver impactful writing ... $12 USD / member / month, billed annually $30 when billed monthly"”
  • gemini-3.1-pro-preview disagree“$12 USD / member / month, billed annually $30 when billed monthly”
  • gpt-5.4 disagree“$12 USD / member / month, billed annually $30 when billed monthly”
  • grok-4 disagree“Pro $12 USD / member / month, billed annually $30 when billed monthly”
Source page →
DisputedModel stackCursorAnysphere
We publish
Claude 4 Sonnet, Claude 4.5 Haiku, Claude 4.5 Opus, Claude 4.5 Sonnet, Claude 4.6 Opus, Claude 4.6 Sonnet, Claude 4.7 Opus, Claude Fable 5, Claude Fable 5.1, Claude Haiku 5.5, Claude Opus 5, Claude Opus 5.5, Claude Sonnet 5, Claude Sonnet 5.5, Composer 2.5, Gemini 3.1 Pro, Gemini 3.6 Flash, Gemini 3.7 Flash, Gemini 3.8 Flash, Gemini 4 Argon, GPT-5.6 Luna, GPT-5.6 Sol, GPT-5.6 Terra, Grok 4.5, Grok 4.6, Grok 4.7
Jury reads
Claude Fable 5.1, Claude Haiku 5.5, Claude Opus 5.5, Claude Sonnet 5.5, Composer 2.5, Gemini 3.1 Pro, Gemini 3.8 Flash, Gemini 4 Argon, GPT-5.6 Luna, GPT-5.6 Sol, GPT-5.6 Terra, Grok 4.5, Grok 4.6, Gr
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Models See all model attributes on the Models & Pricing page. Name Default Context Max Context Capabilities Claude Fable 5.1 ... Muse Wonder 300k 1M Agent Thinking"”
Source page →
ContradictedUsage claimCursorAnysphere
We publish
~$2B
Jury reads
$4B ARR
  • gemini-3.5-flash disagree“First reported arr: $4B (as of May 2026, up from ~$100M a year earlier) Estimated Company profile”
  • gpt-5.4-mini disagree“"May 2026 May 2026 First reported arr: $4B (as of May 2026, up from ~$100M a year earlier)"”
Source page →
ContradictedVersionGitHub CopilotGitHub
We publish
September 2026 releases
Jury reads
October 2026 releases
  • gemini-3.5-flash agree“GitHub Copilot in VS Code, September 2026 releases copilot”
  • gpt-5.4-mini disagree“"Oct.01 Release GitHub Copilot in VS Code, September 2026 releases"”
  • gemini-3.1-pro-preview disagree“October Oct 2026 October Oct 2026 Oct.28 Release Route and orchestrate models with GitHub Copilot Fusion”
  • gpt-5.4 agree“Oct.01 Release GitHub Copilot in VS Code, September 2026 releases copilot”
  • grok-4 disagree“Oct.01 Release GitHub Copilot in VS Code, September 2026 releases copilot”
Source page →
ContradictedModel stackGitHub CopilotGitHub
We publish
Claude 3.5 Sonnet, Claude 5, Claude Fable 5, Claude Fable 5.1, Claude Haiku 4.5, Claude Haiku 5.5, Claude Opus 4.5, Claude Opus 4.6, Claude Opus 4.7, Claude Opus 4.8, Claude Opus 5, Claude Opus 5.5, Claude Sonnet 4, Claude Sonnet 4.5, Claude Sonnet 4.6, Claude Sonnet 5, Claude Sonnet 5.5, Gemini 3 Pro, Gemini 3.6 Flash, Gemini 3.7 Flash, Gemini 3.8 Flash, Gemini 4 Argon, GPT-5 mini, GPT-5.2, GPT-5.4, GPT-5.5, GPT-5.6 Luna, GPT-5.6 Sol, GPT-5.6 Terra, GPT-6 Astra, GPT-6 Luna, GPT-6 Sol, GPT-6.1 Sol, GPT-6.1 Terra, Grok 4.5, Grok 4.5 Raptor mini, Grok 4.6, Grok 4.7, Kimi K2.7 Code, Kimi K3, MAI-Code-1.1-Flash
Jury reads
Claude Fable 5, Claude Fable 5.1, Claude Haiku 4.5, Claude Haiku 5.5, Claude Sonnet 4, Claude Sonnet 4.6, Claude Sonnet 5, Claude Sonnet 5.5, Claude Opus 4.8, Claude Opus 5, Claude Opus 5.5, GPT-5 min
  • gemini-3.5-flash disagree“Free plan Anthropic Claude Fable 5 Anthropic Claude Fable 5.1 Anthropic Claude Haiku 4.5 Anthropic Claude Haiku 5.5 Anthropic Claude Sonnet 4 Anthropic Claude Sonnet 4.6 Anthropic Claude Sonnet 5 Anthropic Claude Sonnet 5.5 Anthropic Claude Opus 4.8 Anthropic Claude Opus 4.8 (fast mode) (Preview) Anthropic Claude Opus 5 Anthropic Claude Opus 5.5 OpenAI GPT-5 mini OpenAI GPT-5.2 OpenAI GPT-5.2-Code”
  • gpt-5.4-mini disagree“"Models in Copilot ... Anthropic Claude Fable 5 ... OpenAI GPT-5 mini ... Google Gemini 4 Argon xAI Grok 4.5 xAI Grok 4.6 xAI Grok 4.7 Kimi K3"”
Source page →
ContradictedModel stackReplit AgentReplit
We publish
Agent Max Models, Agent Power Models, Claude, Free Mode, Free Mode Model, frontier models, GPT-5 class, Max Mode, Max Mode Model, Max mode models, Power Mode, Power Mode Model, Power mode models, unspecified frontier model
Jury reads
Free mode, Power mode, Max mode, Auto (model selection for paid work)
  • gemini-3.5-flash agree“Free Mode : No-cost everyday Agent work within your plan’s allowance. The Core and Pro allowances reset every five hours and have weekly limits. The Starter tier keeps its existing limits. Check Usage in Settings to see your usage. Auto : Automatic model selection for paid work in Power or Max on Core and Pro. Power : A paid, mid-tier mode with powerful models at an affordable price. Max : A paid,”
  • gpt-5.4-mini disagree“"Choose how Agent builds your project: The Agent modes popover with Free, Power, and Max modes."”
  • gemini-3.1-pro-preview disagree“Power : A paid, mid-tier mode with powerful models at an affordable price. Max : A paid, top-tier mode with the best frontier models for the most demanding work.”
  • gpt-5.4 disagree“Choose how Agent builds your project: The Agent modes popover with Free, Power, and Max modes. Free Mode : No-cost everyday Agent work within your plan’s allowance. ... Auto : Automatic model selection for paid work in Power or Max on Core and Pro. Power : A paid, mid-tier mode with powerful models at an affordable price. Max : A paid, top-tier mode with the best frontier models for the most deman”
  • grok-4 disagree“Max : A paid, top-tier mode with the best frontier models for the most demanding work. Power : A paid, mid-tier mode with powerful models at an affordable price. Free Mode : No-cost everyday Agent work within your plan’s allowance. Auto : Automatic model selection for paid work in Power or Max on Core and Pro.”
Source page →
ContradictedEntry priceAmazon BraketAWS
We publish
$0.3/month
Jury reads
0.00
  • gemini-3.5-flash disagree“With Amazon Braket, there are no upfront charges, and you pay only for the AWS resources you use.”
  • gpt-5.4-mini agree“"AQT IBEX-Q1 $0.30000 $0.02350"”
  • gemini-3.1-pro-preview disagree“With Amazon Braket, there are no upfront charges, and you pay only for the AWS resources you use.”
  • gpt-5.4 unverifiable
  • grok-4 disagree“With Amazon Braket, there are no upfront charges, and you pay only for the AWS resources you use.”
Source page →
DisputedModel stackCanva Magic StudioCanva
We publish
Leonardo Phoenix, Partner image models
Jury reads
Canva Model Context Protocol (MCP)
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Canva Model Context Protocol (MCP), used as a product name"”
Source page →
DisputedVersionPhoenixSanctuary AI
We publish
Phoenix
Jury reads
Physical AI
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Sanctuary AI deploys Physical AI with production-ready performance on existing and future robotic hardware."”
Source page →
DisputedModel stackQiskitIBM
We publish
Rust transpiler core
Jury reads
Rust
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Rust-native PassManager"”
Source page →
ContradictedEntry priceIBM Quantum PlatformIBM
We publish
$5760/month
Jury reads
$28800/year
  • gemini-3.5-flash disagree“Flex Plan Pre-purchase time for projects that require execution flexibility or bursts of sustained usage, starting at 400 minutes per year. Starts at $72 USD / minute”
  • gpt-5.4-mini disagree“"The Open Plan is free, Pay-As-You-Go starts at $96 USD per minute, Flex starts at $72 USD per minute, and Premium starts at $48 USD per minute."”
Source page →
DisputedEntry priceZoom AI CompanionZoom
We publish
$0/month
Jury reads
Free
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"ZoomMate Basic Limited ZoomMate features included with Workplace Basic. Free"”
Source page →
DisputedModel stackFLUXBlack Forest Labs
We publish
FLUX 1.1 [pro], FLUX 3, FLUX 3 Action, FLUX 3 Image, FLUX 3 Image Klein, FLUX 3 Max, FLUX 3 Video, FLUX.1 [dev], FLUX.1 [pro], FLUX.1 Kontext, FLUX.2, FLUX.2 [dev], FLUX.2 [flex], FLUX.2 [klein], FLUX.2 [klein] 4B, FLUX.2 [klein] 9B, FLUX.2 [max], FLUX.2 [pro], FLUX1.1 [pro] Ultra
Jury reads
FLUX 3 Max, FLUX 3 Video, FLUX 3 Image, FLUX 3 Image Klein, FLUX 3 Action, FLUX Tools
  • gemini-3.5-flash unverifiable“FLUX 3 Video Image Action FLUX.2 Overview FLUX.2 Image Editing FLUX.2 Text to Image FLUX Tools FLUX Video Edit FLUX Video Upscale FLUX Outpainting FLUX Erase FLUX Deblur FLUX Virtual Try-On API Integration Integration Guide MCP & Agent Skills Errors Training FLUX 3 Image Klein LoRA Guide FLUX.2 [klein] Training FLUX.2 [klein] Style Training Legacy Models FLUX.1 Kontext FLUX1.1 [pro] Models FLUX.1 ”
  • gpt-5.4-mini disagree““Models FLUX 3 Max FLUX 3 Video FLUX 3 Image FLUX 3 Image Klein FLUX 3 Action FLUX Tools””
Source page →
DisputedModel stackIdeogramIdeogram
We publish
GPT Image, GPT Image 2.5, GPT Image 2.5 Flare, GPT Image 2.5 Sunburst, Ideogram 3.0, Ideogram 4.0, Ideogram 4.5, ideogram-1, ideogram-3, ideogram-4, Kling, Kling v3 Standard, MiniMax H3, Nano Banana, Nano Banana 2.1, Nano Banana Pro, Seedance 2.5, seedance-2-5-text-to-video, Topaz
Jury reads
GPT Image, GPT Image 2.5 Flare, GPT Image 2.5 Sunburst, Ideogram 3.0, Ideogram 4.0, Ideogram 4.5, ideogram-1, ideogram-3, ideogram-4, Kling v3 Standard, MiniMax H3, Nano Banana 2, Nano Banana 2.1, Nan
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree““The Ideogram API brings Ideogram’s image and video models into your product.” / “Generate Create images from a prompt with Ideogram 4.5 and 4.0, known for prompt fidelity and crisp typography, or with GPT Image and Nano Banana.” / “Upscale Enlarge images with Topaz and Nano Banana Pro, or let Ideogram pick the model.” / “Video Generate video from text, a first frame, or reference images with Seed”
Source page →
DisputedModel stackAzure QuantumMicrosoft
We publish
Majorana 1, Q#, Quantinuum / IonQ / Pasqal
Jury reads
Q#, Majorana 1, quantum hardware providers (not listed in source)
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Use Python and Q#, a language for quantum programming, to create and submit quantum programs in the Azure portal..." and "Discover how Majorana 1 is carving a new path for quantum computing"”
Source page →
DisputedVersionCerebras WSE-3Cerebras
We publish
WSE-3
Jury reads
CS-4
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Introducing the all new Cerebras CS-4, a revolutionary rack-scale solution that delivers up to 30x faster inference compared to GPUs."”
Source page →
DisputedEntry priceKimiMoonshot AI
We publish
$0/month
Jury reads
No paid monthly plan listed; API pricing is pay-as-you-go, not subscription-based
  • gemini-3.5-flash unverifiable“Kimi API 开放平台提供的模型推理服务是「按量计费」模式，不提供订阅制方案，请注意与 Kimi 会员、Kimi Code 等产品区分， 查看产品差异 。”
  • gpt-5.4-mini disagree““Kimi API 开放平台提供的模型推理服务是「按量计费」模式，不提供订阅制方案””
Source page →
DisputedEntry priceWingAlphabet
We publish
$0/month
Jury reads
null
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“The source text does not mention any pricing or paid monthly plans.”
Source page →
DisputedModel stackWingAlphabet
We publish
Alphabet autonomy stack
Jury reads
null
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“The source text says "12+ Years of innovation, launched from the labs of Google" but does not mention an underlying model or "Alphabet autonomy stack".”
Source page →
DisputedModel stackManusManus
We publish
Claude Sonnet 4.5, Manus 2.0, Manus AI, Manus browser operator, Qwen
Jury reads
Video, image, audio, and 3D models built into Manus (specific listed models: Seedance 2.5, Seedance 2.0, Veo 3.1, Gemini Omni Flash, MiniMax H3, GPT Image 2.5, Nano Banana 2.1, Nano Banana Pro, Nano B
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"The video, image, audio, and 3D models built into Manus, what each one is for, and how to choose one."”
Source page →
ContradictedModel stackpi-0.5Physical Intelligence
We publish
gemma, pi-0.5, pi-0.5-DROID, pi-0.5-LIBERO, pi05_base, π₀-FAST, π0.5
Jury reads
gemma, π₀, π₀-FAST, π₀.₅, pi0_base, pi0_fast_base, pi05_base, pi0_fast_droid, pi0_droid, pi0_aloha_towel, pi0_aloha_tupperware, pi0_aloha_pen_uncap, pi05_libero, pi05_droid
  • gemini-3.5-flash disagree“Currently, this repo contains three types of models: the π₀ model , a flow-based vision-language-action model (VLA). the π₀-FAST model , an autoregressive VLA, based on the FAST action tokenizer. the π₀.₅ model , an upgraded version of π₀ with better open-world generalization trained with knowledge insulation .”
  • gpt-5.4-mini disagree““Currently, this repo contains three types of models: the π₀ model , a flow-based vision-language-action model (VLA). the π₀-FAST model , an autoregressive VLA, based on the FAST action tokenizer. the π₀.₅ model , an upgraded version of π₀ with better open-world generalization trained with knowledge insulation .” and “Model Checkpoints ... Base Models ... $pi_0$ Fine-Tuning Base π₀ model for fine”
Source page →
DisputedModel stackChatGPT AgentOpenAI
We publish
Astra, GPT-5.2, GPT-5.4, gpt-5.6, GPT-6, gpt-6-astra, GPT-Live-1
Jury reads
GPT-6, GPT-Live-1, Codex, Astra
  • gemini-3.5-flash disagree“Bringing my LED display to life with GPT-Live-1 and Codex”
  • gpt-5.4-mini unverifiable
Source page →
DisputedModel stackIsaac GR00TNVIDIA
We publish
Cosmos Reason, GR00T 1.5, GR00T 1.6, GR00T 1.7, GR00T N1, GR00T N1 (N1-release), GR00T N1.5, GR00T N1.6, Isaac GR00T 1.5, Isaac GR00T 1.6, Isaac GR00T 1.7
Jury reads
Cosmos backend, GR00T 1.7
  • gemini-3.5-flash unverifiable“Get started with GR00T 1.7 GR00T 1.7 is the latest open VLA model in the GR00T family, with a Cosmos backend and commercial license.”
  • gpt-5.4-mini disagree“"Get started with GR00T 1.7 GR00T 1.7 is the latest open VLA model in the GR00T family, with a Cosmos backend and commercial license."”
Source page →
DisputedEntry priceIsaac GR00TNVIDIA
We publish
$0/month
Jury reads
null
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“The provided source text does not mention any pricing or monthly plans for Isaac GR00T.”
Source page →
DisputedEntry priceSpellbookSpellbook
We publish
$0/month
Jury reads
custom pricing / book a demo
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Custom pricing for modern legal teams"”
Source page →
DisputedEntry pricen8nn8n
We publish
$21.12/month
Jury reads
€20/month (billed annually)
  • gemini-3.5-flash unverifiable“Starter Build and run your first workflows and agents. 20€ /mo, billed annually”
  • gpt-5.4-mini disagree“"Starter Build and run your first workflows and agents. 20€ /mo, billed annually"”
Source page →
DisputedModel stackn8nn8n
We publish
AI Agent Node (v3), Anthropic Chat Model, Anthropic Chat Model Node, Azure AI Foundry Chat Model, Azure OpenAI, Bring your own key, Claude, Claude Opus 5.5, Claude Sonnet 5.5, Cohere, Cohere embedding models, Gemini, GPT-4, GPT-6 Astra, GPT-6.1 Sol, Grok, Llama, MiniMax-H3, MiniMax-M3, Mistral, Mistral-Small, Qwen-Max, Titan, vLLM
Jury reads
OpenAI, Anthropic, Google, or open-source models
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Model Flexibility, No Lock-In : Connect to OpenAI, Anthropic, Google, or open-source models and switch providers without changing your architecture"”
Source page →
DisputedModel stackAtlassian RovoAtlassian
We publish
Atlassian Rovo Agentic AI, Atlassian Rovo Model Context Protocol (MCP) server, ChatGPT, Claude, GPT-5 class, premium models, unspecified, unspecified AI models, Unspecified LLM, unspecified premium models
Jury reads
ChatGPT, Anthropic, Google, premium models, LLM providers, unspecified
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Works with: Anthropic Github Google ChatGPT" and "using premium models" and "In addition to the restrictive policies we have in place with our LLM providers"”
Source page →
DisputedEntry priceLuminanceLuminance
We publish
$0/month
Jury reads
null
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“The source text does not mention any pricing or monthly plan cost.”
Source page →
DisputedEntry priceAlphaSenseAlphaSense
We publish
$0/month
Jury reads
annual subscriptions; pricing by sales contact (no monthly price stated)
  • gemini-3.5-flash unverifiable“How Much Does AlphaSense Cost? We provide annual subscriptions for all team sizes, ranging from enterprise packages to per-seat options. Please reach out, and a member of our team will be in touch to discuss pricing.”
  • gpt-5.4-mini disagree“"We provide annual subscriptions for all team sizes, ranging from enterprise packages to per-seat options. Please reach out, and a member of our team will be in touch to discuss pricing."”
Source page →
DisputedModel stackGeneration 6Wisk Aero
We publish
Autonomous flight stack
Jury reads
Autonomous air taxis & self-flying eVTOL aircraft
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Wisk: Autonomous Air Taxis & Self-Flying eVTOL Aircraft"”
Source page →
DisputedVersionChatGPT Deep ResearchOpenAI
We publish
Deep Research
Jury reads
OpenAI API Platform Documentation
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"OpenAI API Platform Documentation For the complete documentation index, see llms.txt ."”
Source page →
DisputedModel stackCohere NorthCohere
We publish
Command, Command A, command-a-plus-05-2026, Embed, Embed 4, North, North 2, North Mini Code, North Small Translate, north-mini-code-1-0, north-small-translate-1-0, Rerank
Jury reads
Command, Command A, Command A+, Embed, Embed 5, North, North 2, North Mini Code, North Small Translate, Parse, Rerank, Transcribe, Aya
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree““Models Command Generative language models Transcribe Speech recognition model North Small Translate Machine translation model Parse New Document parsing model Embed New Semantic representation model Rerank New Retrieval optimization model” and “North 2 is Cohere’s biggest upgrade yet — unifying enterprise-grade security, intelligence, cost governance, and full-stack control into a single agentic ”
Source page →
DisputedEntry pricePurple AISentinelOne
We publish
$0/month
Jury reads
$179.99/year per endpoint
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Singularity Complete For growing, collaborative teams. $179.99/yr. per endpoint"”
Source page →

Latest checks

The most recent data points the panel looked at.

VerifiedModel stackSnowflake CortexSnowflake
We publish
Anthropic Claude, Meta Llama, Mistral Large 2
  • gemini-3.5-flash agree“Access industry-leading large language models including Anthropic Claude, Meta Llama and Mistral Large 2 using serverless functions and APIs.”
  • gpt-5.4-mini agree“"Access industry-leading large language models including Anthropic Claude, Meta Llama and Mistral Large 2 using serverless functions and APIs."”
Source page →
VerifiedModel stackWiz DefendWiz
We publish
Undisclosed, Wiz Blue agent, Wiz Green agent, Wiz Red agent
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini agree“"Wiz Green agent Automatically turns risks into code fixes - opening PRs to fix issues at the source and helps write secure code from the start. Wiz Red agent Discovers every attack path with automated penetration testing and risk discovery. Wiz Blue agent Automates SecOps threat hunting and investigation to validate and prioritize real threats."”
Source page →
DisputedVersionWiz DefendWiz
We publish
Wiz Defend
Jury reads
Wiz Platform
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Wiz Platform Pricing"”
Source page →
DisputedEntry priceWiz DefendWiz
We publish
$0/month
Jury reads
custom quote / not publicly listed
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Wiz pricing - get a custom quote | Wiz Pricing request"”
Source page →
DisputedEntry priceCopilot StudioMicrosoft
We publish
$0.01/month
Jury reads
$0/month
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Sign up for a free Azure account and receive a $200.00 credit to create agents or use in other Azure services."”
Source page →
VerifiedModel stackCopilot StudioMicrosoft
We publish
Anthropic lineup, Anthropic model lineup, Anthropic models, Anthropic multi-model, Anthropic multi-model lineup, Azure AI Foundry models, Azure AI models, GPT-5
  • gemini-3.5-flash agree“Find the right model for your unique scenario by selecting from default, custom, or the 11K+ models available through Azure AI Foundry”
  • gpt-5.4-mini agree“"Select from the latest models Find the right model for your unique scenario by selecting from default, custom, or the 11K+ models available through Azure AI Foundry"”
Source page →
VerifiedModel stackKhanmigoKhan Academy
We publish
GPT-4, GPT-5
  • gemini-3.5-flash agree“"Khanmigo, the GPT-4-powered chatbot by @khanacademy, has been blowing my mind. It's SO good!”
  • gpt-5.4-mini agree“"Khanmigo, the GPT-4-powered chatbot by @khanacademy, has been blowing my mind."”
Source page →
ContradictedEntry priceKhanmigoKhan Academy
We publish
$0/month
Jury reads
$4/month
  • gemini-3.5-flash disagree“For you $4/month $44/year Save $4 w/ annual Master skills with personalized tutoring on Khan Academy's world-class content.”
  • gpt-5.4-mini agree“"Khanmigo pricing: Free for teachers, $4/month for parents & learners"”
  • gemini-3.1-pro-preview disagree“For you $4/month $44/year”
  • gpt-5.4 disagree“Khanmigo pricing: Free for teachers, $4/month for parents & learners”
  • grok-4 disagree“Khanmigo pricing: Free for teachers, $4/month for parents & learners”
Source page →
VerifiedVersionKhanmigoKhan Academy
We publish
GPT-4-powered chatbot
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini agree“"Khanmigo, the GPT-4-powered chatbot by @khanacademy, has been blowing my mind."”
Source page →
VerifiedVersionLearnLMGoogle
We publish
Gemini 2.5 (integrated)
  • gemini-3.5-flash agree“LearnLM is no longer a separate listing in AI Studio. Instead, LearnLM capabilities have been integrated into Gemini starting with the [2.5 model series](/docs/models).”
  • gpt-5.4-mini agree“"LearnLM is no longer a separate listing in AI Studio. Instead, LearnLM capabilities have been integrated into Gemini starting with the [2.5 model series](/docs/models)."”
Source page →
VerifiedEntry priceLearnLMGoogle
We publish
$0/month
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini agree“"LearnLM is no longer a separate listing in AI Studio. Instead, LearnLM capabilities have been integrated into Gemini starting with the [2.5 model series](/docs/models)."”
Source page →
VerifiedModel stackLearnLMGoogle
We publish
Gemini, Gemini 2.5, Gemini 2.5 series
  • gemini-3.5-flash agree“Instead, LearnLM capabilities have been integrated into Gemini starting with the [2.5 model series](/docs/models).”
  • gpt-5.4-mini agree“"LearnLM is no longer a separate listing in AI Studio. Instead, LearnLM capabilities have been integrated into Gemini starting with the [2.5 model series](/docs/models)."”
Source page →
VerifiedVersionElevenLabsElevenLabs
We publish
Eleven v4
  • gemini-3.5-flash agree“September 28, 2026 Eleven v4 and Eleven v4 Turbo”
  • gpt-5.4-mini agree““Eleven v4 Our fastest and most emotive voice models yet. Sep 2026””
Source page →
DisputedModel stackElevenLabsElevenLabs
We publish
Dubbing v2, Eleven Flash, Eleven Flash v2.5, Eleven Multilingual v2, Eleven Music, Eleven Music v2, Eleven Scribe, Eleven Scribe v2, Eleven Turbo v2, Eleven v3, Eleven v3 Conversational, Eleven v4, Eleven v4 Turbo, eleven_realtime_v1_max, eleven_realtime_v1_mini, eleven_text_to_sound_v3, Flash v2.5, gpt-6-astra, Kling, multilingual_v2, Music v2, Music v2.5, Scribe, Scribe v2, Scribe v2 Medical, Scribe v2 Realtime, SFX v3, Veo, Wan
Jury reads
Dubbing v2, Eleven Flash, Eleven Flash v2.5, Eleven Multilingual v2, Eleven Music, Eleven Music v2, Eleven Scribe, Eleven Scribe v2, Eleven Turbo v2, Eleven v3, Eleven v3 Conversational, Eleven v4, El
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree““We build our own foundational models, beginning with the first human-like voice model and now extending far beyond voice. Eleven Multilingual v2 ... Eleven Turbo v2 ... Eleven Flash v2.5 ... Eleven v3 ... Eleven Music ... Scribe v2 Realtime ... Scribe v2 ... Music v2 ... Dubbing v2 ... Eleven v4 ...” and “Image & Video Create or edit images and turn ideas into videos with leading models like Veo,”
Source page →
VerifiedEntry priceElevenLabsElevenLabs
We publish
$6/month
  • gemini-3.5-flash agree“Starter $1 first month Then $6 per month”
  • gpt-5.4-mini agree““Monthly price and included credits per plan: Free $0 (10,000 credits); Starter $6 (30,000 credits); Creator $22 (121,000 credits, $11 for the first month); Pro $99 (600,000 credits); Scale $299 (1,800,000 credits, 3 seats); Business $990 (6,000,000 credits, 10 seats); Enterprise is custom.””
Source page →
VerifiedUsage claimElevenLabsElevenLabs
We publish
$500M
  • gemini-3.5-flash agree“We ended 2025 with $350 million in ARR, and in the first four months of 2026, we have already surpassed $500 million ARR.”
  • gpt-5.4-mini agree““We ended 2025 with $350 million in ARR, and in the first four months of 2026, we have already surpassed $500 million ARR.””
Source page →
VerifiedVersionSunoSuno
We publish
v6
  • gemini-3.5-flash agree“v6, our newest model Our most capable model yet”
  • gpt-5.4-mini agree“"Introducing v6 Sep 9, 2026 New Feature Music Model Introducing the v6 family of music models."”
Source page →
VerifiedEntry priceSunoSuno
We publish
$8/month
  • gemini-3.5-flash agree“Pro Most Popular Unlock our best models, song downloads and commercial use rights. $10 $8 / month Save $24 Billed $96/year Get Pro”
  • gpt-5.4-mini agree“"Pro Most Popular Unlock our best models, song downloads and commercial use rights. $10 $8 / month Save $24 Billed $96/year Get Pro"”
Source page →
VerifiedUsage claimSunoSuno
We publish
$300M
  • gemini-3.5-flash agree“Suno co-founder and CEO Mikey Shulman shared on LinkedIn that the AI music generator has amassed 2 million paid subscribers and $300 million in annual recurring revenue.”
  • gpt-5.4-mini agree“"Suno co-founder and CEO Mikey Shulman shared on LinkedIn that the AI music generator has amassed 2 million paid subscribers and $300 million in annual recurring revenue."”
Source page →
VerifiedModel stackSunoSuno
We publish
Bark, Chirp, Suno v5, v4, v4.5-all, v4.5+, v5, v5.0, v5.5, v6, v6-mini, v6-wild
  • gemini-3.5-flash unverifiable“Best free model (v6-mini) Advanced models (v6 and v6-wild)”
  • gpt-5.4-mini agree“"Available models Best free model (v6-mini) Advanced models (v6 and v6-wild) Advanced models (v6 and v6-wild)"”
Source page →
ContradictedUsage claimWhisperOpenAI
We publish
106k
Jury reads
112.2k
  • gemini-3.5-flash disagree“Stars 112.2k stars”
  • gpt-5.4-mini disagree“"Star 112k ( 112k )"”
Source page →
VerifiedVersionWhisperOpenAI
We publish
whisper-1
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini agree“"You can download and install (or update to) the latest release of Whisper with the following command: pip install -U openai-whisper"”
Source page →
DisputedModel stackWhisperOpenAI
We publish
gpt-transcribe, Whisper, Whisper large-v3, whisper-1
Jury reads
turbo, tiny, base, small, medium, large, large-v3
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini disagree“"Available models and languages" and "There are six model sizes..." / "Additionally, the turbo model is an optimized version of large-v3" / "use one of the multilingual models ( tiny , base , small , medium , large ) instead of turbo ."”
Source page →
UnverifiableModel stackwatsonx OrchestrateIBM
We publish
GPT-OSS, Granite 4, Llama, LLMs, Mistral, Premier LLM, watsonx, watsonx LLMs, watsonx.ai, watsonx.ai foundation models, watsonx.ai models
  • gemini-3.5-flash unverifiable
  • gpt-5.4-mini unverifiable
Source page →
VerifiedEntry pricewatsonx OrchestrateIBM
We publish
$578/month
  • gemini-3.5-flash agree“Plan Name: Essentials Design, orchestrate and govern AI agents for real work, with built-in security and control. Pricing: Starting at $578.00 USD Per month”
  • gpt-5.4-mini agree“"Pricing: Starting at $578.00 USD Per month"”
Source page →

Fixed automatically

Drift the panel agreed on unanimously, already written back to the catalog.

  • IBM Quantum Platform100+ qubit processors, 100+ qubit quantum processors, Heron r2 QPU, IBM Quantum fleet, IBM Quantum Fleet (100+ qubit processors), Qiskit, Qiskit Runtime, Qiskit SDK→100+ qubit quantum processing units (QPUs)2026-11-02
  • DoubaoDeepSeek-V4.1-Flash, Doubao 1.8 Pro, Doubao Seedance 2.0, Doubao Seedance 2.5, Doubao Seedream 5.0 flash, Doubao Seedream 5.0 pro, Doubao Seedream 5.0 pro / flash, Seed-Evolving Agent, Seedream→DeepSeek-V4.1-Flash, Doubao Seedance 2.0, Doubao Seedance 2.5, Doubao Seedream 5.0 pro / flash, Seed-Evolving2026-11-02
  • GleanJune 2026→October Drop 20262026-11-01
  • KlingKling 3.0→Kling 4.02026-10-05
  • Kling3.0→4.02026-10-05
  • HexSeptember 10, 2026 release→September 15, 2026 release2026-09-19
  • SpellbookGPT-5, GPT-5.2, Opus→GPT5, Opus2026-08-28
  • Glean35+ Unique LLMs (, growing!), LLMs (supports 35+ unique LLMs), LLMs (supports 35+ unique models)→40+ Unique LLMs (, growing!)2026-08-28
  • n8n2.35→2.362026-08-21
  • GrokGrok 4, Grok 4 Fast, grok-4.5, grok-imagine-image, grok-imagine-image-quality, grok-imagine-video→grok-4.6, grok-4.5, grok-imagine-image-quality, grok-imagine-image, grok-imagine-video2026-08-12
  • GrokGrok 4.5→Grok 4.62026-08-12
  • HexAugust 10, 2026 release→August 11, 2026 release2026-08-11