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Arena benchmark

LM Arena Search Style Control Leaderboard

LM Arena Search Style Control model ratings and results.

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

Models24
Categories1
Result typerating

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Search Style Control Ranking

Models are ordered by their Arena rank.

24 rows
Columns

Show columns

Sort by
Rank
Model
Organization
Rating / score
Votes
Observations
Result date
Rank01ModelANClaude Fable 5AnthropicOrganizationanthropicRating / score1236.8Votes20,630ObservationsN/AResult dateJul 21, 2026
Rank02ModelOPGPT-5.5OpenAIOrganizationopenaiRating / score1223.5Votes67,573ObservationsN/AResult dateJul 21, 2026
Rank03ModelANClaude Opus 4.6AnthropicOrganizationanthropicRating / score1222.7Votes112,201ObservationsN/AResult dateJul 21, 2026
Rank04ModelANClaude Opus 4.7AnthropicOrganizationanthropicRating / score1211.0Votes68,515ObservationsN/AResult dateJul 21, 2026
Rank05ModelGOGemini 3.1 ProGoogleOrganizationgoogleRating / score1209.7Votes89,973ObservationsN/AResult dateJul 21, 2026
Rank06ModelXAGrok-4.20 Multi-Agent BetaxAIOrganizationxaiRating / score1206.8Votes87,118ObservationsN/AResult dateJul 21, 2026
Rank07ModelGOGemini 3 ProGoogleOrganizationgoogleRating / score1201.2Votes37,255ObservationsN/AResult dateJul 21, 2026
Rank08ModelANClaude Sonnet 4.6AnthropicOrganizationanthropicRating / score1199.6Votes111,959ObservationsN/AResult dateJul 21, 2026
Rank10ModelANClaude Opus 4.8AnthropicOrganizationanthropicRating / score1195.6Votes48,610ObservationsN/AResult dateJul 21, 2026
Rank11ModelOPGPT-5.4OpenAIOrganizationopenaiRating / score1194.6Votes87,364ObservationsN/AResult dateJul 21, 2026
Rank14ModelANClaude Sonnet 5AnthropicOrganizationanthropicRating / score1191.2Votes17,604ObservationsN/AResult dateJul 21, 2026
Rank15ModelOPo3OpenAIOrganizationopenaiRating / score1190.9Votes20,785ObservationsN/AResult dateJul 21, 2026
Rank16ModelXAGrok 4.3xAIOrganizationxaiRating / score1190.5Votes68,373ObservationsN/AResult dateJul 21, 2026
Rank17ModelGOGemini 3 FlashGoogleOrganizationgoogleRating / score1190.2Votes125,928ObservationsN/AResult dateJul 21, 2026
Rank18ModelANClaude Opus 4.5AnthropicOrganizationanthropicRating / score1186.9Votes61,611ObservationsN/AResult dateJul 21, 2026
Rank19ModelOPGPT-5.1OpenAIOrganizationopenaiRating / score1183.6Votes60,019ObservationsN/AResult dateJul 21, 2026
Rank20ModelOPGPT-5OpenAIOrganizationopenaiRating / score1182.7Votes20,913ObservationsN/AResult dateJul 21, 2026
Rank21ModelANClaude Sonnet 4.5AnthropicOrganizationanthropicRating / score1175.8Votes105,762ObservationsN/AResult dateJul 21, 2026
Rank22ModelANClaude Opus 4.1AnthropicOrganizationanthropicRating / score1166.7Votes77,222ObservationsN/AResult dateJul 21, 2026
Rank23ModelOPGPT-5.2OpenAIOrganizationopenaiRating / score1160.5Votes52,718ObservationsN/AResult dateJul 21, 2026
Rank24ModelXAGrok 4 FastxAIOrganizationxaiRating / score1159.6Votes42,981ObservationsN/AResult dateJul 21, 2026
Rank25ModelANClaude Opus 4AnthropicOrganizationanthropicRating / score1150.7Votes31,205ObservationsN/AResult dateJul 21, 2026
Rank26ModelGOGemini 2.5 ProGoogleOrganizationgoogleRating / score1142.5Votes83,608ObservationsN/AResult dateJul 21, 2026
Rank30ModelXAGrok-4xAIOrganizationxaiRating / score1121.5Votes19,379ObservationsN/AResult dateJul 21, 2026

Arena highlights

Rank #1Claude Fable 51236.8 ratingRank #2GPT-5.51223.5 ratingRank #3Claude Opus 4.61222.7 ratingRank #4Claude Opus 4.71211.0 rating

Search Style Control Rating Distribution

A closer view of the leading model ratings.

Search Style Control

The Top AI Models for Search Style Control

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

Ranking basisThis search style control 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
    AN
    Claude Fable 5Anthropic
    rating
    1,237
    Price
    $10 input / $50 output per 1M tokens
    Speed
    Up to 9.1 tok/s via Anthropic

    Strengths

    • Ranks #1 on Search Style Control
    • 20,630 votes support the result
    • Matched official PAYG token pricing is available

    Considerations

    • Arena results are independent from the LLMBoard capability score
  2. 02
    OP
    GPT-5.5OpenAI
    rating
    1,223
    Price
    $5.0 input / $30 output per 1M tokens

    Strengths

    • Ranks #2 on Search Style Control
    • 67,573 votes support the result
    • Matched official PAYG token pricing is available

    Considerations

    • Arena results are independent from the LLMBoard capability score
  3. 03
    AN
    Claude Opus 4.6Anthropic
    rating
    1,223
    Price
    $5.0 input / $25 output per 1M tokens
    Speed
    Up to 17 tok/s via Anthropic

    Strengths

    • Ranks #3 on Search Style Control
    • 112,201 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 Opus 4.7Anthropic
    rating
    1,211
    Price
    $5.0 input / $25 output per 1M tokens
    Speed
    Up to 42 tok/s via Anthropic

    Strengths

    • Ranks #4 on Search Style Control
    • 68,515 votes support the result
    • Matched official PAYG token pricing is available

    Considerations

    • Arena results are independent from the LLMBoard capability score
  5. 05
    GO
    Gemini 3.1 ProGoogle
    rating
    1,210
    Price
    $2.0 input / $12 output per 1M tokens
    Speed
    Up to 23 tok/s via Google

    Strengths

    • Ranks #5 on Search Style Control
    • 89,973 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 Style Control

Claude Fable 5 currently leads Search Style Control at 1,237. 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 #1Claude Fable 5$10 input / $50 output per 1M tokensArena rank #2GPT-5.5$5.0 input / $30 output per 1M tokensArena rank #3Claude Opus 4.6$5.0 input / $25 output per 1M tokens

What is the Search Style Control Arena?

What Search Style Control measures and how to read its results.

Search Style Control 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 Style Control.

Which model leads Search Style Control?

Claude Fable 5 is currently ranked first.

What does Search Style Control 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.