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VECTOR WIREAI INTELLIGENCE
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BrowseComp leaderboard — the family board.

17 TRACKED VARIANTS · 1 FIRST-CLASS BOARD

One family, 17 tracked prints. Scoring configs and splits of the base board render as sections of this page, each under its own honest label.

● LIVE DATA78 MODELS ON THIS BOARDLEADER ATRIA DAWN AT 92.5

The board — BrowseCompTOP 78 OF 78 MEASURED · BEST SCORE PER MODEL, DEFAULT VARIANT

#ModelVendorScoreVLast seen
01Atria Dawnshanghai-ai-lab92.52026-09-30
02GPT-6 AstraOpenAI91.52026-09-04
03Kimi K3Moonshot91.22026-08-23
04Claude Opus 5Anthropic90.82026-08-23
05GPT-5.6 SolOpenAI90.42026-08-23
06GPT-5.5 ProOpenAI90.12026-08-23
07GPT-5.4 ProOpenAI89.32026-06-21
08Claude Opus 4.8Anthropic88.52026-08-23
09Claude Fable 5Anthropic882026-07-27
10GPT-5.6 TerraOpenAI87.52026-08-23
11Claude Mythos PreviewAnthropic86.92026-08-23
12Kimi K2.6Moonshot86.32026-08-23
13Seed 2.1 Pro PreviewByteDance86.22026-09-26
14Gemini 3.1 ProGoogle85.92026-08-24
15Claude Sonnet 5Anthropic84.72026-08-23
16GPT-5.5OpenAI84.42026-08-23
17Hy3-previewTencent84.22026-08-23
18Claude Opus 4.6Anthropic842026-08-23
19MiniMax M3MiniMax83.52026-08-23
20DeepSeek-V4-ProDeepSeek83.42026-08-23
21GPT-5.6 LunaOpenAI83.32026-08-23
22GPT-5.4OpenAI82.72026-08-23
23Claude Opus 4.7Anthropic79.82026-08-23
24GLM-5.1Z.ai79.32026-08-23
25GPT-5.2 ProOpenAI77.92026-08-23
26Inkling-SmallThinking Machines77.42026-08-23
27Seed 2.0ByteDance77.32026-09-04
28MiniMax M2.5MiniMax76.32026-08-23
29Claude Sonnet 4.6Anthropic76.22026-08-23
30GLM-5Z.ai75.92026-10-08
31Kimi K2.5Moonshot74.92026-10-08
32DeepSeek-V4-FlashDeepSeek73.22026-06-27
33Ling-3.0-flashInclusionAI72.22026-09-09
34Qwen3.5 397B A17BAlibaba692026-08-23
35Step 3.5 FlashStepFun692026-08-23
36Seed 1.8ByteDance67.62026-09-09
37GPT-5.2OpenAI65.82026-08-23
38Qwen3.5 122B A10BAlibaba63.82026-08-23
39MiniMax M2.1MiniMax622026-08-23
40Qwen3.5 35B A3BAlibaba612026-08-23
41Qwen3.5 27BAlibaba612026-08-23
42Kimi K2 ThinkingMoonshot60.22026-05-30
43Gemini 3 ProGoogle59.22026-06-15
44MiMo V2 FlashXiaomi58.32026-08-23
45GPT-5OpenAI54.92026-08-23
46MiniMax M2.7MiniMax54.12026-06-06
47Qwen3 Max (Reasoning)Alibaba53.92026-09-09
48GLM-4.7Z.ai522026-08-23
49o4-miniOpenAI51.52026-08-23
50DeepSeek-V3.2DeepSeek51.42026-10-08
51GPT-5.1OpenAI50.82026-05-18
52o3OpenAI49.72026-08-23
53Sarvam 105BSarvam AI49.52026-08-23
54Solar Pro4Upstage49.22026-08-23
55Qwen3.6 35B A3BAlibaba48.72026-08-11
56Mistral Medium 3.5 128BMistral48.62026-08-23
57GLM-4.6Z.ai45.12026-08-23
58Grok 4 FastSpaceXAI44.92026-08-23
59Nemotron 3 Ultra 550B A55BNVIDIA44.42026-09-01
60MiniMax M2MiniMax442026-08-23
61GLM-4.7-FlashZ.ai42.82026-08-23
62DeepSeek-V3.2-ExpDeepSeek40.12026-08-23
63Claude Opus 4.5Anthropic372026-06-15
64Nemotron 3.5 LightningNVIDIA37.02026-08-26
65Sarvam 30BSarvam AI35.52026-08-23
66Nemotron 3 Super 120B A12BNVIDIA31.32026-08-23
67DeepSeek-V3.1DeepSeek302026-08-23
68gpt-oss-20bOpenAI28.32026-05-16
69GLM-4.5Z.ai26.42026-08-23
70Gemma 4 26B A4BGoogle26.32026-08-11
71Claude Sonnet 4.5Anthropic24.12026-06-06
72Nemotron 3 SuperNVIDIA22.82026-08-11
73GLM-4.5-AirZ.ai21.32026-08-23
74Kimi K2 InstructMoonshot14.12026-06-06
75Nemotron 3 NanoNVIDIA13.72026-08-11
76Claude Sonnet 4Anthropic12.22026-06-06
77Gemini 2.5 ProGoogle9.92026-06-06
78Qwen3 30B A3B 2507 ThinkingAlibaba2.32026-05-16
◆ IV — INDEPENDENTLY VERIFIED · ◆ AA — AGGREGATOR · ◆ VA — VENDOR · ◇ SA — SOURCE-ATTRIBUTED

Variants of this boardSCORING CONFIGS & SPLITS — NOT CITED STANDALONE, SO THEY LIVE HERE

BrowseComp-ZH

VARIANT28 models · best score per model
#ModelVendorScoreVLast seen
01Seed 1.8ByteDance81.32026-09-09
02GPT-5.2OpenAI76.12026-05-17
03GLM-5Z.ai72.72026-05-17
04Qwen3.5 397B A17BAlibaba70.32026-08-23
05Qwen3.5 122B A10BAlibaba69.92026-08-23
06Qwen3.5 35B A3BAlibaba69.52026-08-23
07Step 3.5 FlashStepFun66.92026-05-30
08Gemini 3 ProGoogle66.82026-05-17
09GLM-4.7Z.ai66.62026-08-23
10DeepSeek-V3.2DeepSeek652026-09-24
11GPT-5OpenAI652026-06-06
12Claude Opus 4.5Anthropic62.42026-05-17
13Kimi K2 ThinkingMoonshot62.32026-05-30
14Kimi K2.5Moonshot62.32026-05-30
15Qwen3.5 27BAlibaba62.12026-08-23

browsecomp_with_context_manager

VARIANT16 models · best score per model
#ModelVendorScoreVLast seen
01Gemini 3.1 ProGoogle85.92026-05-18
02Claude Opus 4.6Anthropic842026-05-18
03GPT-5.4OpenAI82.72026-05-18
04GLM-5.1Z.ai79.32026-05-18
05GLM-5Z.ai75.92026-05-18
06Kimi K2.5Moonshot74.92026-05-30
07Step 3.5 FlashStepFun692026-05-30
08Claude Opus 4.5Anthropic67.82026-05-17
09DeepSeek-V3.2DeepSeek67.62026-06-13
10GLM-4.7Z.ai67.52026-05-30
11GPT-5.2OpenAI65.82026-05-17
12MiniMax M2.1MiniMax622026-05-30
13Kimi K2 ThinkingMoonshot60.22026-07-09
14Gemini 3 ProGoogle59.22026-06-13
15MiMo V2 FlashXiaomi58.32026-06-13

BrowseComp (context management)

VARIANT15 models · best score per model
#ModelVendorScoreVLast seen
01GPT-5.6 LunaOpenAI842026-07-30
02Qwen3.5 397B A17BAlibaba78.62026-08-24
03Inkling-SmallThinking Machines77.42026-08-25
04InklingThinking Machines77.12026-07-30
05MiniMax M2.7MiniMax76.32026-08-24
06Kimi K2.5Moonshot74.92026-08-24
07DeepSeek-V4-FlashDeepSeek73.22026-08-24
08GPT-5.2OpenAI702026-08-24
09DeepSeek-V3.2DeepSeek67.62026-06-05
10Gemini 3 ProGoogle67.62026-08-24
11Nemotron 3 Ultra 550B A55BNVIDIA632026-08-24
12MiniMax M2.1MiniMax622026-06-05
13Claude Opus 4.5Anthropic59.22026-08-24
14MiniMax M2MiniMax56.92026-06-05
15Claude Sonnet 4.5Anthropic26.12026-06-05

BrowseComp (w/ Ctx)

VARIANT7 models · best score per model
#ModelVendorScoreVLast seen
01GPT-5.6 SolOpenAI89.42026-07-16
02Claude Fable 5Anthropic882026-07-16
03Gemini 3.1 ProGoogle85.92026-07-16
04DeepSeek-V4-ProDeepSeek83.42026-07-16
05Kimi K2.6Moonshot83.22026-07-16
06InklingThinking Machines77.12026-07-16
07Kimi K2.5Moonshot74.92026-07-16

BrowseComp (single-agent)

VARIANT6 models · best score per model
#ModelVendorScoreVLast seen
01Claude Mythos 5Anthropic882026-06-10
02Claude Mythos PreviewAnthropic87.92026-06-12
03GPT-5.5OpenAI84.42026-08-12
04Claude Opus 4.8Anthropic84.32026-06-12
05Claude Opus 4.6Anthropic83.72026-06-03
06Claude Sonnet 4.6Anthropic76.22026-08-12

BrowseComp (Agent Swarm)

VARIANT5 models · best score per model
#ModelVendorScoreVLast seen
01Kimi K2.6Moonshot86.32026-05-03
02Gemini 3.1 ProGoogle85.92026-06-06
03Claude Opus 4.6Anthropic83.72026-06-06
04GPT-5.4OpenAI82.72026-05-03
05Kimi K2.5Moonshot78.42026-06-15

BrowseComp+ (OpenClaw)

VARIANT5 models · best score per model
#ModelVendorScoreVLast seen
01Qwen3.5 9BAlibaba27.22026-08-10
02LFM2.5-2.6BLiquid AI26.92026-08-10
03Qwen3.5 4BAlibaba24.52026-08-10
04Gemma 4 E4BGoogle15.92026-08-10
05Gemma 4 E2BGoogle8.32026-08-10

BrowseComp w/ tools

VARIANT5 models · best score per model
#ModelVendorScoreVLast seen
01Kimi K2 ThinkingMoonshot60.22026-06-12
02GPT-5OpenAI54.92026-06-12
03DeepSeek-V3.2DeepSeek40.12026-06-12
04Claude Sonnet 4.5Anthropic24.12026-06-12
05Kimi K2 InstructMoonshot7.42026-06-12

BrowseComp-ZH w/ tools

VARIANT5 models · best score per model
#ModelVendorScoreVLast seen
01GPT-5OpenAI632026-06-12
02Kimi K2 ThinkingMoonshot62.32026-06-12
03DeepSeek-V3.2DeepSeek47.92026-06-12
04Claude Sonnet 4.5Anthropic42.42026-06-12
05Kimi K2 InstructMoonshot22.22026-06-12

Other tracked prints

THIN BOARDSunder 5 published models each — listed, never hidden
PrintLeaderScoreModels
BrowseComp (multi-agent)Claude Mythos 593.34
BrowseComp-Plus (with tool result clearing)Claude Opus 4.567.63
BrowseComp-Plus (with tool result clearing + memory)Claude Opus 4.572.93
BrowseComp-Plus (auto-truncation)GPT-572.91
BrowseComp w/ ctx managementInkling77.11
BrowseComp-ZH (w/ Context Manager)Step 3.5 Flash73.71

Also tracked, no published surface rows yet: BrowseComp (with context management)

THE FAMILY BOARD · EVERY PRINT LABELED · EVERY SCORE SOURCE-ATTRIBUTED ON ITS OWN LIVE BOARDAll leaderboardsThe frontier boardModels by vendor