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Capability ranking

Best AI for Knowledge

Use this knowledge model leaderboard to compare the current ranking from the LLMBoard Knowledge Score after applying benchmark evidence requirements.

Updated 2026-09-08

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  • Overview
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Knowledge Model Leaderboard Ranking

This leaderboard ranking orders models by their LLMBoard Knowledge Score aggregated from eligible benchmark evidence.

30 of 118 rows
Columns

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Sort by
Rank
Model
LLMBoard Knowledge Score
Context
Official input / 1M
Official output / 1M
Rank01ModelANClaude MythosAnthropicLLMBoard Knowledge Score99.27ContextN/AOfficial input / 1MN/AOfficial output / 1MN/A
Rank02ModelANClaude Fable 5AnthropicLLMBoard Knowledge Score98.53Context1MOfficial input / 1M$10Official output / 1M$50
Rank03ModelMEMuse SparkMetaLLMBoard Knowledge Score96.57ContextN/AOfficial input / 1MN/AOfficial output / 1MN/A
Rank04ModelOPGPT-4.5OpenAILLMBoard Knowledge Score91.14Context128KOfficial input / 1MN/AOfficial output / 1MN/A
Rank05ModelBYSeed 2.1 ProByteDanceLLMBoard Knowledge Score89.57ContextN/AOfficial input / 1MN/AOfficial output / 1MN/A
Rank06ModelGOGemini 3.1 ProGoogleLLMBoard Knowledge Score89.16Context1MOfficial input / 1M$2Official output / 1M$12
Rank07ModelANClaude Opus 4.7AnthropicLLMBoard Knowledge Score88.73Context1MOfficial input / 1M$5Official output / 1M$25
Rank08ModelACQwen3.7 MaxAlibaba Cloud / Qwen TeamLLMBoard Knowledge Score88.65Context1MOfficial input / 1M$2.5Official output / 1M$7.5
Rank09ModelANClaude Opus 4.6AnthropicLLMBoard Knowledge Score86.46Context1MOfficial input / 1M$5Official output / 1M$25
Rank10ModelMAKimi K2.5Moonshot AILLMBoard Knowledge Score86.17Context262.1KOfficial input / 1MN/AOfficial output / 1MN/A
Rank11ModelACQwen3.6 PlusAlibaba Cloud / Qwen TeamLLMBoard Knowledge Score86.04Context1MOfficial input / 1M$0.50Official output / 1M$3
Rank12ModelBYSeed 2.1 TurboByteDanceLLMBoard Knowledge Score84.58ContextN/AOfficial input / 1MN/AOfficial output / 1MN/A
Rank13ModelACQwen3.5 122B A10BAlibaba Cloud / Qwen TeamLLMBoard Knowledge Score84.26Context262.1KOfficial input / 1M$0.40Official output / 1M$3.2
Rank14ModelANClaude Opus 5AnthropicLLMBoard Knowledge Score82.60Context1MOfficial input / 1M$5Official output / 1M$25
Rank15ModelACQwen3.7 PlusAlibaba Cloud / Qwen TeamLLMBoard Knowledge Score82.34Context1MOfficial input / 1M$0.50Official output / 1M$3
Rank16ModelOPo1OpenAILLMBoard Knowledge Score82.11Context200KOfficial input / 1M$15Official output / 1M$60
Rank17ModelBAERNIE 5.0BaiduLLMBoard Knowledge Score82.08ContextN/AOfficial input / 1MN/AOfficial output / 1MN/A
Rank18ModelACQwen3.5 397B A17BAlibaba Cloud / Qwen TeamLLMBoard Knowledge Score81.60Context262.1KOfficial input / 1M$0.60Official output / 1M$3.6
Rank19ModelMAKimi K2 ThinkingMoonshot AILLMBoard Knowledge Score80.40Context262.1KOfficial input / 1MN/AOfficial output / 1MN/A
Rank20ModelGOGemini 2.5 ProGoogleLLMBoard Knowledge Score78.09Context1MOfficial input / 1M$1.25Official output / 1M$10
Rank21ModelACQwen3.5 27BAlibaba Cloud / Qwen TeamLLMBoard Knowledge Score77.37Context262.1KOfficial input / 1M$0.30Official output / 1M$2.4
Rank22ModelANClaude Sonnet 4.6AnthropicLLMBoard Knowledge Score76.78Context200KOfficial input / 1M$3Official output / 1M$15
Rank23ModelNVNemotron 3 UltraNVIDIALLMBoard Knowledge Score76.62ContextN/AOfficial input / 1M$0.50Official output / 1M$2.5
Rank24ModelGOGemini 3 ProGoogleLLMBoard Knowledge Score74.29Context1MOfficial input / 1MN/AOfficial output / 1MN/A
Rank25ModelZAGLM 4.7Zhipu AILLMBoard Knowledge Score73.61Context204.8KOfficial input / 1M$0.60Official output / 1M$2.2
Rank26ModelANClaude Sonnet 5AnthropicLLMBoard Knowledge Score73.37Context1MOfficial input / 1M$2Official output / 1M$10
Rank27ModelACQwen3.5 35B A3BAlibaba Cloud / Qwen TeamLLMBoard Knowledge Score70.61Context262.1KOfficial input / 1M$0.25Official output / 1M$2
Rank28ModelACQwen3 235B A22BAlibaba Cloud / Qwen TeamLLMBoard Knowledge Score70.34Context262.1KOfficial input / 1M$0.70Official output / 1M$2.8
Rank29ModelACQwen3.6 27BAlibaba Cloud / Qwen TeamLLMBoard Knowledge Score70.18Context262.1KOfficial input / 1M$0.60Official output / 1M$3.6
Rank30ModelDEDeepSeek-R1DeepSeekLLMBoard Knowledge Score69.19Context131.1KOfficial input / 1MN/AOfficial output / 1MN/A

Official PAYG prices appear here. Third-party offers remain on the pricing and model detail pages.

What this leaderboard says

Key findings from the current knowledge leaderboard ranking and its supporting benchmark coverage.

Ranked models118
Vendors22
Open-weight models82
Official prices48

Claude Mythos leads this page at 99.27, 0.74 points ahead of Claude Fable 5.

Kimi K2.5 is the highest-ranked open-weight option at #10. Phi 4 Mini has the lowest official input price among ranked models.

Knowledge Leaderboard Leaders

The leading knowledge scores in this benchmark-backed ranking, with the axis focused on the competitive leaderboard range.

Top knowledge models

Knowledge Benchmark Profile

Compare knowledge benchmark strength with each model's broader capability score and leaderboard position.

ModelReasoningKnowledgeMathCodingInstruction
Claude MythosAnthropicN/A99.27N/A98.82N/A
Claude Fable 5AnthropicN/A98.53N/A91.86N/A
Muse SparkMeta65.0296.57N/A49.46N/A
GPT-4.5OpenAI38.0091.1448.74N/A45.00
Seed 2.1 ProByteDanceN/A89.57N/A50.29N/A
32.7050.8569.0187.17105.32-7.4619.5846.6273.66100.70LLMBoard Knowledge ScoreLLMBoard Overall Score
80 models with comparable dataOpen a model by selecting its logo

Capability at each price point

Official vendor API prices plotted against the knowledge metric used on this page. Price remains a separate decision signal.

020406080100$0.1$0.2$0.5$1.0$2.0$5.0$10$20LLMBoard Knowledge ScoreOfficial API price blend (8:1 input/output), USD / 1M
Efficient frontier48 models with official PAYG prices

Knowledge Leaderboard Composition

Vendor concentration and model access among the first 25 products in the ranking.

Top-model vendor mix

25 models
Anthropic6
Alibaba Cloud / Qwen Team6
Google3
OpenAI2
ByteDance2
Moonshot AI2
Meta1
Baidu1

Access model

Open weights
7
Closed weights
18
Official price available
16

The Top AI Models for Knowledge

A data-backed look at the first five models in this knowledge leaderboard ranking, including benchmark context, price and output speed where available.

About this leaderboard

Common questions about the Best AI for Knowledge leaderboard, benchmark evidence and ranking method.

What is the best model on Best AI for Knowledge?

Claude Mythos is currently ranked first with a knowledge score of 99.27.

Which three AI models lead this capability ranking?

The current leaders are Claude Mythos (99.27 LLMBoard Knowledge Score), Claude Fable 5 (98.53 LLMBoard Knowledge Score), and Muse Spark (96.57 LLMBoard Knowledge Score).

Which ranked model has the lowest official input price?

Phi 4 Mini has the lowest current official input price among ranked models at $0.08 per 1M tokens.

Which ranked models have the highest measured output speed?

The fastest matched records are GPT-OSS-120B (500.00 tok/s via Groq), GPT-4.1-mini (467.39 tok/s via OpenAI), and Gemini 2.0 Flash (183.00 tok/s via Google).

Which open-weight model ranks highest?

Kimi K2.5 is the highest-ranked open-weight model at rank #10.

Which model offers the longest context in this ranking?

Grok 4 Fast has the largest listed context window at 2M tokens.

How is this leaderboard ranked?

Each model appears once using its current scored version. The leaderboard ranking follows the capability named in the title, while the overall page uses the LLMBoard score aggregated from eligible benchmark evidence.

How many models are included?

This page currently ranks 118 unique model products.

Where does pricing come from?

Main price columns use the model vendor's official standard PAYG API rate. Eligible third-party offers appear only in separately labeled columns, and unavailable official prices display as N/A.

Does Arena affect the score?

No. Arena results are displayed as an independent signal and are not included in the current LLMBoard capability score.

Top knowledge modelClaude Mythos99.27 knowledge score
Best open-weight modelKimi K2.5Rank #10
Lowest official inputPhi 4 Mini$0.08 / 1M
Largest contextGrok 4 Fast2M tokens

Ranking basisThis knowledge AI model leaderboard uses the knowledge capability score shown on this page. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.

  1. 01
    AN
    Claude MythosAnthropic
    LLMBoard Knowledge Score
    99.27

    Strengths

    • Ranks #1 with a 99.27 LLMBoard Knowledge Score

    Considerations

    • 40% benchmark coverage
    • Weights are not marked as open
  2. 02
    AN
    Claude Fable 5Anthropic
    LLMBoard Knowledge Score
    98.53
    Price
    $10 input / $50 output per 1M tokens
    Speed
    43.18 tok/s via Anthropic

    Strengths

    • Ranks #2 with a 98.53 LLMBoard Knowledge Score
    • Lowest official input price among the top models
    • 1M maximum context tokens

    Considerations

    • 40% benchmark coverage
    • Weights are not marked as open
  3. 03
    ME
    Meta
    LLMBoard Knowledge Score
    96.57

    Strengths

    • Ranks #3 with a 96.57 LLMBoard Knowledge Score

    Considerations

    • 60% benchmark coverage
    • Weights are not marked as open
  4. 04
    OP
    OpenAI
    LLMBoard Knowledge Score
    91.14
    Speed
    50.00 tok/s via OpenAI

    Strengths

    • Ranks #4 with a 91.14 LLMBoard Knowledge Score
    • 128K maximum context tokens

    Considerations

    • Weights are not marked as open
  5. 05
    BY
    ByteDance
    LLMBoard Knowledge Score
    89.57

    Strengths

    • Ranks #5 with a 89.57 LLMBoard Knowledge Score

    Considerations

    • 40% benchmark coverage
    • Weights are not marked as open

Selection summary

Best AI Models for Knowledge

Claude Mythos is currently the best-ranked LLM for knowledge with a 99.27 knowledge score. The score is a relative ranking signal, so price, speed, context and evidence coverage should still be checked separately.

Use this leaderboard with the supporting benchmark results and coverage details above. A leaderboard position summarizes the selected ranking signal; it does not replace workload-specific testing.

Muse Spark
GPT-4.5
Seed 2.1 Pro
Capability rank #1Claude Mythos99.27
Capability rank #2Claude Fable 543.18 tok/s via Anthropic
Capability rank #3Muse Spark96.57