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Search Leaderboard

This page shows the top 30 models on the Arena AI leaderboard, snapshotted daily so you can see how recent models are doing at a glance. See the Arena AI site for the full leaderboard, filters and latest changes.

This leaderboard measures how models perform on web search and information-retrieval tasks.

Data updated: 2026-10-16 13:02:49 UTC / 2026-10-16 21:02:49 CST (Beijing time)

Top 30

RankRank SpreadModelScoreVotesPrice $/MContext
11-3gpt-5.6-sol-xhigh 11261 (±6)60,437$4/$201.1M
21-6qwen3.8-max 11261 (±13)1,870$1.69/$5.071M
31-6claude-opus-4-6-search 11251 (±5)173,191$5/$251M
42-7gpt-5.5-search 11247 (±5)125,957$5/$301.1M
52-8claude-fable-5.1-high 11246 (±7)12,782$5/$251M
62-11Claude Opus 5 (High) 11242 (±7)13,285$5/$251M
75-11gpt-6-astra-max 11234 (±8)18,483$10/$501.1M
84-12gpt-6.1-sol-max 11233 (±9)5,555$2/$101.1M
96-11Claude Opus 4.7 11230 (±5)127,506$5/$251M
106-12Claude Fable 5 (High) 11229 (±7)73,596$10/$501M
116-14ernie-5.1 11227 (±9)4,024$0.56/$2.54119K
129-14claude-sonnet-4-6-search 11221 (±4)173,986$1.50/$7.501M
1311-18grok-4.5 11216 (±6)76,458$2/$6500K
1411-19claude-opus-5.5-medium 11213 (±7)10,842$4/$201M
1513-21gemini-3.1-pro-grounding 11209 (±5)151,436N/AN/A
1613-21gpt-5.2-search 11207 (±6)55,634$0.88/$7400K
1713-21gemini-3-pro-grounding 11206 (±5)38,857$2/$12N/A
1813-22grok-4.20-multi-agent-beta-0309 11205 (±5)126,238$1.25/$2.501M
1914-22claude-opus-4-8 11204 (±6)106,304$5/$251M
2015-24gpt-5.1-search 11200 (±5)63,042$0.63/$5400K
2115-24gpt-5.4-search 11199 (±5)126,730$2.50/$151.1M
2218-24gemini-3-flash-grounding 11196 (±4)196,399N/AN/A
2320-25claude-sonnet-5-search 11191 (±6)72,978$2/$101M
2420-25grok-4.20-beta1 11190 (±6)57,049N/AN/A
2523-29claude-opus-4-5-search 11180 (±6)65,047$5/$25200K
2625-30gpt-6-sol-max 11175 (±7)11,313$1/$51.1M
2725-31gpt-5.2-search-non-reasoning 11171 (±6)79,796$0.88/$7400K
2825-31grok-4-1-fast-search 11171 (±5)85,919$1.25/$2.502M
2925-31grok-4-fast-search 11170 (±5)43,083$0.20/$0.502M
3026-32grok-4.3 11166 (±5)128,393$1.25/$2.501M

How to read this table

  • Rank / Rank Spread: relative position estimated from battle votes. The spread shows how far the rank moves within the confidence interval.
  • Score: a relative score, useful for comparing the models listed at the same moment.
  • Votes / Sessions: sample size. Rankings move more when there are fewer votes.
  • Price $/M: reference price per million tokens for input / output.
  • Context: maximum context length the model supports.

Three things to check before choosing a model

  1. Whether the provider actually serves the model, and whether it is available in your region and for your account;
  2. Whether the API price, rate limits and context window fit your workload;
  3. Run a small test on three to five real tasks instead of relying on the overall ranking alone.

Data source

Data comes from the Arena AI Search Leaderboard and is refreshed daily by GitHub Actions. For model pricing, licenses and capabilities, check the model provider's own documentation.

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