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Model Pareto

Compare models

Side by side: quality per category, price, speed, and every benchmark cell with where it came from. Pick up to four.
GPT-6 SolMiMo-V2.6-ProMuse Spark 1.3
Focus

Coding: quality vs price

Compared models are ringed; the other 100 ranked here are greyed.

Lower price is better. Pareto frontier: Granite 4.2 3B, NVIDIA Nemotron 3 Nano 30B A3B, gpt-oss-20b, Ling-3.0-flash-VL, MiMo-V2.6-Flash, GLM-5.3 Flash, DeepSeek V4.1 Flash, MiMo-V2.6-Pro, Claude Sonnet 5.5, Claude Opus 5.5. 26 models are not plotted: Xing4.0-29B-A4B, Nex-N2.5-Pro, Atria Dawn Preview, Intern-S2-397B, Solar Open2 250B, Phi-4-reasoning-plus, Motif 3, Nex-N2-Pro, Nex-N2.5-Mini, A.X-K2, K2 Horizon 375B A23B, K-EXAONE 2.0 0803, K2 Horizon MoVA 36B A4B, Intern-S2-Preview (35B-A3B), Command A+, North Mini Code, G9v3-39A5B, Falcon-H1-34B-Instruct, Devstral 2, K2 Horizon 7B, Devstral Small 2, MiniCPM5-2B, Ling 3.0 Tiny, K2 Horizon 3.7B, K2 Horizon 0.9B, LFM2.5-2.6B.

26 models with no price data — shown in the strip at the left edge

Xing4.0-29B-A4B, Nex-N2.5-Pro, Atria Dawn Preview, Intern-S2-397B, Solar Open2 250B, Phi-4-reasoning-plus, Motif 3, Nex-N2-Pro, Nex-N2.5-Mini, A.X-K2, K2 Horizon 375B A23B, K-EXAONE 2.0 0803, K2 Horizon MoVA 36B A4B, Intern-S2-Preview (35B-A3B), Command A+, North Mini Code, G9v3-39A5B, Falcon-H1-34B-Instruct, Devstral 2, K2 Horizon 7B, Devstral Small 2, MiniCPM5-2B, Ling 3.0 Tiny, K2 Horizon 3.7B, K2 Horizon 0.9B, LFM2.5-2.6B

  • Best-value frontier (nothing is both cheaper and better)
  • Evidencestrong → weak
  • Estimated from other categories
  • GPT-6 Sol
    Quality
    78.7
    Rank
    #6/103
    Price
    $4.00/M tok
    Speed
    110tok/s
    In$2.00Out$10/M tok

    vs MiMo-V2.6-Pro: +0.9 quality · 7.4× price

  • MiMo-V2.6-Pro
    Quality
    77.8
    Rank
    #7/103
    Price
    $0.54/M tok
    Speed
    49tok/s
    In$0.435▾Out$0.87▾/M tok

    vs GPT-6 Sol: −0.9 quality · 0.14× price

  • Muse Spark 1.3
    Quality
    74.9
    Rank
    #8/103
    Price
    $2.00/M tok
    Speed
    219tok/s
    In$1.25Out$4.25/M tok

    vs GPT-6 Sol: −3.9 quality · 0.5× price

Overview

Metric
GPT-6 Sol
MiMo-V2.6-Pro
Muse Spark 1.3
Lab
OpenAI
Xiaomi MiMo
Meta
Released
Sep 22, 2026
Sep 21, 2026
Sep 2, 2026
Weights
Proprietary
Open
Proprietary
Input price
$/M tok
$2.00
$0.435Best
$1.25
Output price
$/M tok
$10
$0.87Best
$4.25
Blended price
$/M tok · 3:1 in:out
$4.00
$0.544Best
$2.00
Output speed
tok/s
110
49
219Best
Context
tokens
872K
1MBest
1MBest

Quality by category

0–100 within each category (100 = best tracked model). Rank is among all models ranked there. Click a row to focus it.

Metric
GPT-6 Sol
MiMo-V2.6-Pro
Muse Spark 1.3
Coding
78.7±4.5Best
#6/103Verified
77.9±6.4
#7/103Mixedbest value
74.9±4.5
#8/103Verified
Writing & chat
83.1±4.3Best
#7/146Verified
81.8±6.0
#11/146Verifiedbest value
82.3±4.7
#10/146Verified
Vision
86.8±4.8Best
#4/82Verifiedbest value
76.5±9.4
#12/82Verified
79.1±4.8
#6/82Verified
Hard reasoning
85.8±5.1
#8/182Verified
86.1±5.1
#7/182Verifiedbest value
86.9±3.7Best
#6/182Verifiedbest value
Agents
76.0±7.8
#17/173Verified
84.4±6.4
#9/173Mixed
87.4±5.8Best
#3/173Verifiedbest value

Coding benchmarks

Rank among models with a published score, and the leaderboard around each model. ~ italic = no published score, estimated from related benchmarks.

Metric
GPT-6 Sol
MiMo-V2.6-Pro
Muse Spark 1.3
SWE-bench Verified
day 0
~#2/14~89.3%Estimated
  1. #1Claude Opus 596.0%
  2. ~#2GPT-6 SolEstimated89.3%
  3. #2Claude Sonnet 585.2%
estimated from related benchmarks
~#2/14~89.6%Estimated
  1. #1Claude Opus 596.0%
  2. ~#2MiMo-V2.6-ProEstimated89.6%
  3. #2Claude Sonnet 585.2%
estimated from related benchmarks
~#2/14~88.2%Estimated
  1. #1Claude Opus 596.0%
  2. ~#2Muse Spark 1.3Estimated88.2%
  3. #2Claude Sonnet 585.2%
estimated from related benchmarks
SWE-bench Pro (Public)
day 0
~#5/19~71.9%Estimated
  1. #1Claude Opus 5.589.9%
  2. #4Claude Opus 579.2%
  3. ~#5GPT-6 SolEstimated71.9%
  4. #5Intern-S2-397B68.5%
estimated from related benchmarks
~#5/19~71.8%Estimated
  1. #1Claude Opus 5.589.9%
  2. #4Claude Opus 579.2%
  3. ~#5MiMo-V2.6-ProEstimated71.8%
  4. #5Intern-S2-397B68.5%
estimated from related benchmarks
~#5/19~70.5%Estimated
  1. #1Claude Opus 5.589.9%
  2. #4Claude Opus 579.2%
  3. ~#5Muse Spark 1.3Estimated70.5%
  4. #5Intern-S2-397B68.5%
estimated from related benchmarks
DeepSWE v1.1
day 0
#7/3069.0%Verified
  1. #1DeepSeek V4.1 Flash74.2%
  2. #6GPT-5.6 Terra69.6%
  3. #7GPT-6 Sol69.0%
  4. #8Claude Opus 5.568.4%
artificialanalysis.ai · 2026-09-24
#3/3071.9%BestLab-reported
  1. #1DeepSeek V4.1 Flash74.2%
  2. #2Grok 4.772.6%
  3. #3MiMo-V2.6-Pro71.9%
  4. #4Muse Spark 1.371.7%
huggingface.co · 2026-09-21
#4/3071.7%Verified
  1. #1DeepSeek V4.1 Flash74.2%
  2. #3MiMo-V2.6-Pro71.9%
  3. #4Muse Spark 1.371.7%
  4. #5Claude Sonnet 5.571.0%
artificialanalysis.ai · 2026-09-24
Terminal-Bench 4.0
day 0
#6/8343.9%BestVerified
  1. #1Claude Sonnet 5.563.6%
  2. #5Claude Opus 549.0%
  3. #6GPT-6 Sol43.9%
  4. #7GLM-5.341.9%
artificialanalysis.ai · 2026-09-24
#10/8334.8%Verified
  1. #1Claude Sonnet 5.563.6%
  2. #9GPT-5.6 Terra35.4%
  3. #10MiMo-V2.6-Pro34.8%
  4. #11Muse Spark 1.333.3%
artificialanalysis.ai · 2026-09-24
#11/8333.3%Verified
  1. #1Claude Sonnet 5.563.6%
  2. #10MiMo-V2.6-Pro34.8%
  3. #11Muse Spark 1.333.3%
  4. #11Step 5 Preview33.3%
artificialanalysis.ai · 2026-09-24
LiveCodeBench
third-party
~#2/20~92.1%Estimated
  1. #1Qwen3.8-Omni-Flash92.6%
  2. ~#2GPT-6 SolEstimated92.1%
  3. #2Qwen3.8 Flash-Next91.9%
estimated from related benchmarks
~#2/20~92.1%Estimated
  1. #1Qwen3.8-Omni-Flash92.6%
  2. ~#2MiMo-V2.6-ProEstimated92.1%
  3. #2Qwen3.8 Flash-Next91.9%
estimated from related benchmarks
~#2/20~92.2%Estimated
  1. #1Qwen3.8-Omni-Flash92.6%
  2. ~#2Muse Spark 1.3Estimated92.2%
  3. #2Qwen3.8 Flash-Next91.9%
estimated from related benchmarks
SciCode
third-party
#10/9557.6%Verified
  1. #1Claude Opus 5.566.9%
  2. #9Gemini 3.1 Pro58.7%
  3. #10GPT-6 Sol57.6%
  4. #11Grok 4.757.4%
artificialanalysis.ai · 2026-09-24
#4/9560.9%BestVerified
  1. #1Claude Opus 5.566.9%
  2. #3Claude Sonnet 5.561.0%
  3. #4MiMo-V2.6-Pro60.9%
  4. #5Kimi K359.5%
artificialanalysis.ai · 2026-09-24
#8/9558.8%Verified
  1. #1Claude Opus 5.566.9%
  2. #7Step 5 Preview58.9%
  3. #8Muse Spark 1.358.8%
  4. #9Gemini 3.1 Pro58.7%
artificialanalysis.ai · 2026-09-24
AA Coding Agent Index
third-party
#5/1456.7BestVerified
  1. #1Claude Opus 5.566.0
  2. #4Claude Opus 559.7
  3. #5GPT-6 Sol56.7
  4. #6Grok 4.756.3
artificialanalysis.ai · 2026-09-24
~#7/15~55.0Estimated
  1. #1Claude Opus 5.566.0
  2. #6Grok 4.756.3
  3. ~#7MiMo-V2.6-ProEstimated55.0
  4. #7Muse Spark 1.354.3
estimated from related benchmarks
#7/1454.3Verified
  1. #1Claude Opus 5.566.0
  2. #6Grok 4.756.3
  3. #7Muse Spark 1.354.3
  4. #8GLM-5.353.6
artificialanalysis.ai · 2026-09-24
Benchmarks in other categories (4)

Writing & chat benchmarks

Rank among models with a published score, and the leaderboard around each model. ~ italic = no published score, estimated from related benchmarks.

Metric
GPT-6 Sol
MiMo-V2.6-Pro
Muse Spark 1.3
IFBench
day 0
~#7/126~80.7%Estimated
  1. #1MiniMax-M382.9%
  2. #6Intern-S2-Preview (35B-A3B)80.9%
  3. ~#7GPT-6 SolEstimated80.7%
  4. #7Nemotron Cascade 2 30B A3B80.4%
estimated from related benchmarks
~#4/126~81.5%Estimated
  1. #1MiniMax-M382.9%
  2. #3Qwen3.8-Omni-Flash81.5%
  3. ~#4MiMo-V2.6-ProEstimated81.5%
  4. #4Nemotron 3 Ultra81.4%
estimated from related benchmarks
~#3/126~82.8%Estimated
  1. #1MiniMax-M382.9%
  2. #2Qwen3.8 2.4T A95B82.8%
  3. ~#3Muse Spark 1.3Estimated82.8%
  4. #3Qwen3.8-Omni-Flash81.5%
estimated from related benchmarks
MMMLU
day 0
~#2/5~90.4%Estimated
  1. #1Gemini 3.1 Pro92.6%
  2. ~#2GPT-6 SolEstimated90.4%
  3. #2Gemma 4 31B88.4%
estimated from related benchmarks
~#2/5~90.9%Estimated
  1. #1Gemini 3.1 Pro92.6%
  2. ~#2MiMo-V2.6-ProEstimated90.9%
  3. #2Gemma 4 31B88.4%
estimated from related benchmarks
~#2/5~92.1%Estimated
  1. #1Gemini 3.1 Pro92.6%
  2. ~#2Muse Spark 1.3Estimated92.1%
  3. #2Gemma 4 31B88.4%
estimated from related benchmarks
LMArena Text, Non-English (Elo)
third-party
#16/531448Verified
  1. #1Claude Opus 5.51501
  2. #16DeepSeek V4 Pro (0813)1448
  3. #16GPT-6 Sol1448
  4. #18Claude Sonnet 51447
lmarena.ai · 2026-09-25
#13/531461Verified
  1. #1Claude Opus 5.51501
  2. #12DeepSeek V4.1 Flash1462
  3. #13MiMo-V2.6-Pro1461
  4. #14GPT-6 AstraFew votes1460
lmarena.ai · 2026-09-25
#3/531487BestVerifiedFew votes
  1. #1Claude Opus 5.51501
  2. #2Claude Fable 5.1Few votes1496
  3. #3Muse Spark 1.3Few votes1487
  4. #4Claude Opus 51483
lmarena.ai · 2026-09-25
LMArena Text (Elo)
third-party
#18/531457Verified
  1. #1Claude Opus 5.51509
  2. #17Claude Sonnet 51461
  3. #18GPT-6 Sol1457
  4. #19Gemini 3.5 Flash-Lite1456
lmarena.ai · 2026-09-25
#10/531480Verified
  1. #1Claude Opus 5.51509
  2. #10GPT-6 AstraFew votes1480
  3. #10MiMo-V2.6-Pro1480
  4. #13DeepSeek V4.1 Flash1477
lmarena.ai · 2026-09-25
#3/531493BestVerified
  1. #1Claude Opus 5.51509
  2. #3Gemini 3.8 Flash1493
  3. #3Muse Spark 1.31493
  4. #6Kimi K31488
lmarena.ai · 2026-09-24
EQ-Bench Creative Writing v3 (Elo)
third-party
#4/252125BestVerified
  1. #1GPT-6 Astra2173
  2. #3Claude Opus 52133
  3. #4GPT-6 Sol2125
  4. #5Kimi K32082
eqbench.com · 2026-09-24
~#9/26~1966Estimated
  1. #1GPT-6 Astra2173
  2. #8Grok 4.72007
  3. ~#9MiMo-V2.6-ProEstimated1966
  4. #9Muse Spark 1.31906
estimated from related benchmarks
#9/251906Verified
  1. #1GPT-6 Astra2173
  2. #8Grok 4.72007
  3. #9Muse Spark 1.31906
  4. #10GPT-5.6 Terra1855
eqbench.com · 2026-09-24

Vision benchmarks

Rank among models with a published score, and the leaderboard around each model. ~ italic = no published score, estimated from related benchmarks.

Metric
GPT-6 Sol
MiMo-V2.6-Pro
Muse Spark 1.3
MMMU
day 0
~#2/3~71.3%Estimated
  1. #1Claude Haiku 4.573.2%
  2. ~#2GPT-6 SolEstimated71.3%
  3. #2Llama 4 Maverick69.4%
estimated from related benchmarks
~#2/3~71.3%Estimated
  1. #1Claude Haiku 4.573.2%
  2. ~#2MiMo-V2.6-ProEstimated71.3%
  3. #2Llama 4 Maverick69.4%
estimated from related benchmarks
~#2/3~71.3%Estimated
  1. #1Claude Haiku 4.573.2%
  2. ~#2Muse Spark 1.3Estimated71.3%
  3. #2Llama 4 Maverick69.4%
estimated from related benchmarks
MMMU-Pro
day 0
#5/7683.3%BestVerified
  1. #1Claude Opus 5.587.7%
  2. #4Claude Opus 584.7%
  3. #5GPT-6 Sol83.3%
  4. #6Qwen3.8 Max (0902)82.8%
artificialanalysis.ai · 2026-09-24
~#4/77~85.3%Estimated
  1. #1Claude Opus 5.587.7%
  2. #3Gemini 3.8 Flash85.6%
  3. ~#4MiMo-V2.6-ProEstimated85.3%
  4. #4Claude Opus 584.7%
estimated from related benchmarks
#8/7682.0%Verified
  1. #1Claude Opus 5.587.7%
  2. #7Gemini 3.1 Pro82.4%
  3. #8Muse Spark 1.382.0%
  4. #9Intern-S2-397B81.7%
artificialanalysis.ai · 2026-09-24
CharXiv Reasoning
day 0
~#2/9~85.0%Estimated
  1. #1Gemini 3.8 Flash86.2%
  2. ~#2GPT-6 SolEstimated85.0%
  3. #2Kimi K384.8%
estimated from related benchmarks
~#4/9~84.1%Estimated
  1. #1Gemini 3.8 Flash86.2%
  2. #3Qwen3.8 Flash-Next84.6%
  3. ~#4MiMo-V2.6-ProEstimated84.1%
  4. #4Qwen3.8-Omni-Flash83.5%
estimated from related benchmarks
~#4/9~84.1%Estimated
  1. #1Gemini 3.8 Flash86.2%
  2. #3Qwen3.8 Flash-Next84.6%
  3. ~#4Muse Spark 1.3Estimated84.1%
  4. #4Qwen3.8-Omni-Flash83.5%
estimated from related benchmarks
OmniDocBench v1.5
third-party
~#4/8~90.8%Estimated
  1. #1MiniMax-M391.6%
  2. #2Qwen3.8 27B91.1%
  3. ~#4GPT-6 SolEstimated90.8%
  4. #4Gemini 3.1 Pro85.3%
estimated from related benchmarks
~#4/8~90.1%Estimated
  1. #1MiniMax-M391.6%
  2. #2Qwen3.8 27B91.1%
  3. ~#4MiMo-V2.6-ProEstimated90.1%
  4. #4Gemini 3.1 Pro85.3%
estimated from related benchmarks
~#4/8~90.5%Estimated
  1. #1MiniMax-M391.6%
  2. #2Qwen3.8 27B91.1%
  3. ~#4Muse Spark 1.3Estimated90.5%
  4. #4Gemini 3.1 Pro85.3%
estimated from related benchmarks
GDP.pdf (AA)
third-party
#5/4224.8%Verified
  1. #1GPT-6 Astra31.0%
  2. #3Claude Opus 5.526.2%
  3. #5GPT-6 Sol24.8%
  4. #6GPT-5.6 Terra24.0%
artificialanalysis.ai · 2026-09-24
#14/4219.2%Verified
  1. #1GPT-6 Astra31.0%
  2. #13Grok 4.720.0%
  3. #14MiMo-V2.6-Pro19.2%
  4. #15Gemini 3.1 Pro17.8%
artificialanalysis.ai · 2026-09-24
#2/4226.6%BestVerified
  1. #1GPT-6 Astra31.0%
  2. #2Muse Spark 1.326.6%
  3. #3Claude Fable 5.126.2%
artificialanalysis.ai · 2026-09-24
Chartography
third-party
#3/2253.6%BestVerified
  1. #1GPT-6 Astra71.0%
  2. #2Claude Opus 5.566.3%
  3. #3GPT-6 Sol53.6%
  4. #4Claude Fable 5.146.2%
surgehq.ai · 2026-09-24
~#7/23~32.0%Estimated
  1. #1GPT-6 Astra71.0%
  2. #6GPT-5.6 Terra34.0%
  3. ~#7MiMo-V2.6-ProEstimated32.0%
  4. #7GPT-5.531.0%
estimated from related benchmarks
#10/2227.6%Verified
  1. #1GPT-6 Astra71.0%
  2. #8Qwen3.8 Max (0902)29.1%
  3. #10Muse Spark 1.327.6%
  4. #11Claude Opus 527.3%
surgehq.ai · 2026-09-24

Hard reasoning benchmarks

Rank among models with a published score, and the leaderboard around each model. ~ italic = no published score, estimated from related benchmarks.

Metric
GPT-6 Sol
MiMo-V2.6-Pro
Muse Spark 1.3
GPQA Diamond
day 0
~#3/173~94.7%Estimated
  1. #1GPT-6 Astra96.1%
  2. #2Gemini 3.8 Flash95.3%
  3. ~#3GPT-6 SolEstimated94.7%
  4. #3Gemini 3.1 Pro94.1%
estimated from related benchmarks
~#2/173~95.5%Estimated
  1. #1GPT-6 Astra96.1%
  2. ~#2MiMo-V2.6-ProEstimated95.5%
  3. #2Gemini 3.8 Flash95.3%
estimated from related benchmarks
#5/17293.5%Verified
  1. #1GPT-6 Astra96.1%
  2. #5Kimi K393.5%
  3. #5Muse Spark 1.393.5%
  4. #5Qwen3.8 2.4T A95B93.5%
artificialanalysis.ai · 2026-09-24
Humanity's Last Exam
day 0
#8/17847.9%Verified
  1. #1Claude Opus 5.561.4%
  2. #7Muse Spark 1.348.7%
  3. #8GPT-6 Sol47.9%
  4. #9Gemini 3.8 Flash47.8%
artificialanalysis.ai · 2026-09-24
#6/17849.4%BestVerified
  1. #1Claude Opus 5.561.4%
  2. #5GPT-6 Astra54.7%
  3. #6MiMo-V2.6-Pro49.4%
  4. #7Muse Spark 1.348.7%
artificialanalysis.ai · 2026-09-24
#7/17848.7%Verified
  1. #1Claude Opus 5.561.4%
  2. #6MiMo-V2.6-Pro49.4%
  3. #7Muse Spark 1.348.7%
  4. #8GPT-6 Sol47.9%
artificialanalysis.ai · 2026-09-24
AIME (latest)
day 0
~#2/25~96.5%Estimated
  1. #1Inkling97.1%
  2. ~#2GPT-6 SolEstimated96.5%
  3. #2Muse Glimmer94.7%
estimated from related benchmarks
~#2/25~96.5%Estimated
  1. #1Inkling97.1%
  2. ~#2MiMo-V2.6-ProEstimated96.5%
  3. #2Muse Glimmer94.7%
estimated from related benchmarks
~#2/25~96.8%Estimated
  1. #1Inkling97.1%
  2. ~#2Muse Spark 1.3Estimated96.8%
  3. #2Muse Glimmer94.7%
estimated from related benchmarks
AA Intelligence Index
third-party
#7/7447.5Verified
  1. #1Claude Opus 5.557.6
  2. #6Muse Spark 1.348.1
  3. #7GPT-6 Sol47.5
  4. #8Grok 4.746.4
artificialanalysis.ai · 2026-09-24
#9/7446.3Verified
  1. #1Claude Opus 5.557.6
  2. #8Grok 4.746.4
  3. #9MiMo-V2.6-Pro46.3
  4. #10Qwen3.8 Max (0902)45.4
artificialanalysis.ai · 2026-09-24
#6/7448.1BestVerified
  1. #1Claude Opus 5.557.6
  2. #5Claude Opus 550.8
  3. #6Muse Spark 1.348.1
  4. #7GPT-6 Sol47.5
artificialanalysis.ai · 2026-09-24

Agents benchmarks

Rank among models with a published score, and the leaderboard around each model. ~ italic = no published score, estimated from related benchmarks.

Metric
GPT-6 Sol
MiMo-V2.6-Pro
Muse Spark 1.3
τ²-bench (Telecom)
day 0
~#2/116~98.2%Estimated
  1. #1Step 3.7 Flash98.5%
  2. ~#2GPT-6 SolEstimated98.2%
  3. #2Gemini 3.1 Pro95.6%
estimated from related benchmarks
~#2/116~98.1%Estimated
  1. #1Step 3.7 Flash98.5%
  2. ~#2MiMo-V2.6-ProEstimated98.1%
  3. #2Gemini 3.1 Pro95.6%
estimated from related benchmarks
~#2/116~98.3%Estimated
  1. #1Step 3.7 Flash98.5%
  2. ~#2Muse Spark 1.3Estimated98.3%
  3. #2Gemini 3.1 Pro95.6%
estimated from related benchmarks
OSWorld-Verified
day 0
~#3/12~82.8%Estimated
  1. #1Kimi K384.8%
  2. #2Qwen3.8 27B84.3%
  3. ~#3GPT-6 SolEstimated82.8%
  4. #3Nex-N2.5-Pro82.2%
estimated from related benchmarks
#4/1182.0%Lab-reported
  1. #1Kimi K384.8%
  2. #3Nex-N2.5-Pro82.2%
  3. #4MiMo-V2.6-Pro82.0%
  4. #5Claude Sonnet 581.2%
huggingface.co · 2026-09-21
~#3/12~84.2%Estimated
  1. #1Kimi K384.8%
  2. #2Qwen3.8 27B84.3%
  3. ~#3Muse Spark 1.3Estimated84.2%
  4. #3Nex-N2.5-Pro82.2%
estimated from related benchmarks
OSWorld 2.0
day 0
~#3/5~54.2%Estimated
  1. #1GLM-5.3 Flash59.1%
  2. #2Kimi K358.3%
  3. ~#3GPT-6 SolEstimated54.2%
  4. #3GPT-5.6 Terra50.2%
estimated from related benchmarks
~#3/5~56.9%Estimated
  1. #1GLM-5.3 Flash59.1%
  2. #2Kimi K358.3%
  3. ~#3MiMo-V2.6-ProEstimated56.9%
  4. #3GPT-5.6 Terra50.2%
estimated from related benchmarks
~#3/5~57.8%Estimated
  1. #1GLM-5.3 Flash59.1%
  2. #2Kimi K358.3%
  3. ~#3Muse Spark 1.3Estimated57.8%
  4. #3GPT-5.6 Terra50.2%
estimated from related benchmarks
BrowseComp
day 0
~#7/18~88.6%Estimated
  1. #1Atria Dawn Preview92.5%
  2. #6Step 5 Preview88.7%
  3. ~#7GPT-6 SolEstimated88.6%
  4. #7GPT-5.6 Terra87.5%
estimated from related benchmarks
~#5/18~90.7%Estimated
  1. #1Atria Dawn Preview92.5%
  2. #4Claude Opus 590.8%
  3. ~#5MiMo-V2.6-ProEstimated90.7%
  4. #5Nex-N2.5-Pro89.7%
estimated from related benchmarks
~#3/18~91.4%Estimated
  1. #1Atria Dawn Preview92.5%
  2. #2GPT-6 Astra91.5%
  3. ~#3Muse Spark 1.3Estimated91.4%
  4. #3Kimi K391.2%
estimated from related benchmarks
GDPval-AA (Elo)
third-party
#17/861487Verified
  1. #1Claude Opus 5.51846
  2. #16Kimi K31524
  3. #17GPT-6 Sol1487
  4. #18Claude Sonnet 51449
artificialanalysis.ai · 2026-09-24
#6/861673Verified
  1. #1Claude Opus 5.51846
  2. #5Muse Spark 1.31674
  3. #6MiMo-V2.6-Pro1673
  4. #7Qwen3.8 Max (0902)1668
artificialanalysis.ai · 2026-09-24
#5/861674BestVerified
  1. #1Claude Opus 5.51846
  2. #4Grok 4.71695
  3. #5Muse Spark 1.31674
  4. #6MiMo-V2.6-Pro1673
artificialanalysis.ai · 2026-09-24
AutomationBench-AA
third-party
#7/7961.6%BestVerified
  1. #1Claude Opus 5.569.5%
  2. #6GLM-5.362.2%
  3. #7GPT-6 Sol61.6%
  4. #8GLM-5.3 Flash60.4%
artificialanalysis.ai · 2026-09-24
#12/7958.6%Verified
  1. #1Claude Opus 5.569.5%
  2. #11Claude Fable 5.159.4%
  3. #12MiMo-V2.6-Pro58.6%
  4. #13Kimi K358.3%
artificialanalysis.ai · 2026-09-24
#14/7957.9%Verified
  1. #1Claude Opus 5.569.5%
  2. #13Kimi K358.3%
  3. #14Muse Spark 1.357.9%
  4. #15Qwen3.8 2.4T A95B57.2%
artificialanalysis.ai · 2026-09-24
τ-Bench Banking (AA)
third-party
~#16/89~39.5%Estimated
  1. #1Muse Spark 1.350.5%
  2. #15DeepSeek V4 Pro (0813)39.6%
  3. ~#16GPT-6 SolEstimated39.5%
  4. #16GPT-5.539.0%
estimated from related benchmarks
~#11/89~44.5%Estimated
  1. #1Muse Spark 1.350.5%
  2. #10Gemini 3.8 Flash44.9%
  3. ~#11MiMo-V2.6-ProEstimated44.5%
  4. #11Grok 4.643.3%
estimated from related benchmarks
#1/8850.5%Verified
  1. #1Muse Spark 1.350.5%
  2. #2GLM-5.350.3%
artificialanalysis.ai · 2026-09-24
Not comparable across labs (2)
OSWorld 2.0 (offline set v2026.08.08)
day 0
#2/364.4%Lab-reported
  1. #1GPT-6 Astra72.6%
  2. #2GPT-6 Sol64.4%
  3. #3GPT-6 Luna52.7%
openai.com · 2026-09-22
—
—
OSWorld 2.0 (release not stated)
day 0
—
—
#1/466.9%Lab-reported
  1. #1Muse Spark 1.366.9%
  2. #2Nex-N2.5-Pro56.4%
dev.meta.ai · 2026-09-02