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Arena benchmark

LM Arena Search Factuality Leaderboard

LM Arena Search Factuality model ratings and results.

Updated Aug 17, 2026. Data as of 2026-08-17

Models24
Categories1
Result typerating

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Search Factuality Ranking

Models are ordered by their Arena rank.

24 rows
Columns

Show columns

Sort by
Rank
Model
Organization
Rating / score
Votes
Observations
Result date
Rank01ModelOPGPT-5.5OpenAIOrganizationopenaiRating / score1244.1Votes67,534ObservationsN/AResult dateJul 21, 2026
Rank02ModelANClaude Opus 4.6AnthropicOrganizationanthropicRating / score1227.3Votes112,157ObservationsN/AResult dateJul 21, 2026
Rank03ModelOPGPT-5.2OpenAIOrganizationopenaiRating / score1222.7Votes52,556ObservationsN/AResult dateJul 21, 2026
Rank04ModelANClaude Fable 5AnthropicOrganizationanthropicRating / score1216.5Votes20,630ObservationsN/AResult dateJul 21, 2026
Rank06ModelOPGPT-5.4OpenAIOrganizationopenaiRating / score1212.1Votes87,310ObservationsN/AResult dateJul 21, 2026
Rank07ModelANClaude Opus 4.7AnthropicOrganizationanthropicRating / score1211.5Votes68,482ObservationsN/AResult dateJul 21, 2026
Rank08ModelOPGPT-5.1OpenAIOrganizationopenaiRating / score1203.8Votes59,855ObservationsN/AResult dateJul 21, 2026
Rank09ModelANClaude Sonnet 4.6AnthropicOrganizationanthropicRating / score1201.0Votes111,907ObservationsN/AResult dateJul 21, 2026
Rank10ModelANClaude Opus 4.8AnthropicOrganizationanthropicRating / score1199.3Votes48,610ObservationsN/AResult dateJul 21, 2026
Rank11ModelGOGemini 3.1 ProGoogleOrganizationgoogleRating / score1199.0Votes89,924ObservationsN/AResult dateJul 21, 2026
Rank12ModelXAGrok-4.20 Multi-Agent BetaxAIOrganizationxaiRating / score1199.0Votes87,067ObservationsN/AResult dateJul 21, 2026
Rank15ModelGOGemini 3 ProGoogleOrganizationgoogleRating / score1193.7Votes37,134ObservationsN/AResult dateJul 21, 2026
Rank16ModelANClaude Sonnet 5AnthropicOrganizationanthropicRating / score1186.9Votes17,604ObservationsN/AResult dateJul 21, 2026
Rank17ModelGOGemini 3 FlashGoogleOrganizationgoogleRating / score1180.2Votes125,762ObservationsN/AResult dateJul 21, 2026
Rank18ModelANClaude Opus 4.5AnthropicOrganizationanthropicRating / score1179.7Votes61,439ObservationsN/AResult dateJul 21, 2026
Rank19ModelXAGrok 4.3xAIOrganizationxaiRating / score1173.3Votes68,373ObservationsN/AResult dateJul 21, 2026
Rank20ModelANClaude Sonnet 4.5AnthropicOrganizationanthropicRating / score1161.3Votes105,575ObservationsN/AResult dateJul 21, 2026
Rank21ModelGOGemini 2.5 ProGoogleOrganizationgoogleRating / score1160.7Votes66,208ObservationsN/AResult dateJul 21, 2026
Rank22ModelANClaude Opus 4.1AnthropicOrganizationanthropicRating / score1153.6Votes60,046ObservationsN/AResult dateJul 21, 2026
Rank25ModelXAGrok 4 FastxAIOrganizationxaiRating / score1147.0Votes30,241ObservationsN/AResult dateJul 21, 2026
Rank26ModelOPGPT-5OpenAIOrganizationopenaiRating / score1143.3Votes3,921ObservationsN/AResult dateJul 21, 2026
Rank27ModelANClaude Opus 4AnthropicOrganizationanthropicRating / score1138.1Votes14,073ObservationsN/AResult dateJul 21, 2026
Rank28ModelXAGrok-4xAIOrganizationxaiRating / score1131.3Votes3,149ObservationsN/AResult dateJul 21, 2026
Rank30ModelOPo3OpenAIOrganizationopenaiRating / score1128.1Votes3,706ObservationsN/AResult dateJul 21, 2026

Arena highlights

Rank #1GPT-5.51244.1 ratingRank #2Claude Opus 4.61227.3 ratingRank #3GPT-5.21222.7 ratingRank #4Claude Fable 51216.5 rating

Search Factuality Rating Distribution

A closer view of the leading model ratings.

Search Factuality

The Top AI Models for Search Factuality

The first five models in this source ranking, with price and output speed included when a canonical model match is available.

Ranking basisThis search factuality AI model leaderboard uses the source rating and Arena rank. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.

  1. 01
    OP
    GPT-5.5OpenAI
    rating
    1,244
    Price
    $5.0 input / $30 output per 1M tokens

    Strengths

    • Ranks #1 on Search Factuality
    • 67,534 votes support the result
    • Matched official PAYG token pricing is available

    Considerations

    • Arena results are independent from the LLMBoard capability score
  2. 02
    AN
    Claude Opus 4.6Anthropic
    rating
    1,227
    Price
    $5.0 input / $25 output per 1M tokens
    Speed
    Up to 17 tok/s via Anthropic

    Strengths

    • Ranks #2 on Search Factuality
    • 112,157 votes support the result
    • Matched official PAYG token pricing is available

    Considerations

    • Arena results are independent from the LLMBoard capability score
  3. 03
    OP
    GPT-5.2OpenAI
    rating
    1,223
    Price
    $1.8 input / $14 output per 1M tokens
    Speed
    Up to 100 tok/s via OpenAI

    Strengths

    • Ranks #3 on Search Factuality
    • 52,556 votes support the result
    • Matched official PAYG token pricing is available

    Considerations

    • Arena results are independent from the LLMBoard capability score
  4. 04
    AN
    Claude Fable 5Anthropic
    rating
    1,216
    Price
    $10 input / $50 output per 1M tokens
    Speed
    Up to 9.1 tok/s via Anthropic

    Strengths

    • Ranks #4 on Search Factuality
    • 20,630 votes support the result
    • Matched official PAYG token pricing is available

    Considerations

    • Arena results are independent from the LLMBoard capability score
  5. 06
    OP
    GPT-5.4OpenAI
    rating
    1,212
    Price
    $2.5 input / $15 output per 1M tokens
    Speed
    Up to 9.1 tok/s via OpenAI

    Strengths

    • Ranks #6 on Search Factuality
    • 87,310 votes support the result
    • Matched official PAYG token pricing is available

    Considerations

    • Arena results are independent from the LLMBoard capability score

Selection summary

Best AI Models for Search Factuality

GPT-5.5 currently leads Search Factuality at 1,244. The best AI model for this use case may change when price, speed and independent benchmark capability are considered.

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.

Arena rank #1GPT-5.5$5.0 input / $30 output per 1M tokensArena rank #2Claude Opus 4.6$5.0 input / $25 output per 1M tokensArena rank #3GPT-5.2$1.8 input / $14 output per 1M tokens

What is the Search Factuality Arena?

What Search Factuality measures and how to read its results.

Search Factuality reports rating values and currently defines 1 evaluation category.

Arena results are preference or task-outcome signals. They are not automatically equivalent to capability benchmark scores.

FAQ

Common questions about Search Factuality.

Which model leads Search Factuality?

GPT-5.5 is currently ranked first.

What does Search Factuality measure?

This Arena reports rating values across 1 configured evaluation category.

Does this result affect the LLMBoard score?

No. Arena results remain a separate preference or task-outcome signal.

How many models are included?

24 model results are currently shown.