Skip to content
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.
Inkling SmallKimi K2.7 CodeLing-3.0-flash-VL
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
  • Inkling Small
    Quality
    44.0
    Rank
    #38/103
    Price
    $0.52/M tok
    Speed
    206tok/s
    In$0.30Out$1.20/M tok

    vs Kimi K2.7 Code: +3.8 quality · 0.31× price

  • Kimi K2.7 Code
    Quality
    40.2
    Rank
    #43/103
    Price
    $1.71/M tok
    Speed
    66tok/s
    In$0.95Out$4.00/M tok

    vs Inkling Small: −3.8 quality · 3.3× price

  • Ling-3.0-flash-VL
    Quality
    35.6
    Rank
    #60/103
    Price
    $0.11/M tok
    Speed
    147tok/s
    In$0.075▾Out$0.22▾/M tok

    vs Inkling Small: −8.5 quality · 0.21× price

Overview

Metric
Inkling Small
Kimi K2.7 Code
Ling-3.0-flash-VL
Lab
Thinking Machines Lab
Moonshot AI (Kimi)
inclusionAI (Ant Group)
Released
Jul 30, 2026
Jun 12, 2026
Sep 10, 2026
Weights
Open
Open
Open
Input price
$/M tok
$0.30
$0.95
$0.075Best
Output price
$/M tok
$1.20
$4.00
$0.22Best
Blended price
$/M tok · 3:1 in:out
$0.525
$1.712
$0.111Best
Output speed
tok/s
206Best
66
147
Context
tokens
1MBest
256K
262K

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
Inkling Small
Kimi K2.7 Code
Ling-3.0-flash-VL
Coding
44.0±8.0Best
#38/103Verified
40.2±8.0
#43/103Verified
35.6±8.0
#60/103Verifiedbest value
Writing & chat
Not ranked
56.4±9.5
#51/146Verified
Not ranked
Vision
60.3±8.2Best
#30/82Verified
Not ranked
54.2±6.3
#38/82Verifiedbest value
Hard reasoning
68.6±5.8Best
#33/182Verified
65.4±3.7
#37/182Verified
56.5±3.7
#51/182Verified
Agents
46.3±10.0Best
#45/173Verified
45.3±4.2
#47/173Verified
45.4±5.8
#46/173Verified

Coding benchmarks

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

Metric
Inkling Small
Kimi K2.7 Code
Ling-3.0-flash-VL
SWE-bench Verified
day 0
~#5/14~78.2%Estimated
  1. #1Claude Opus 596.0%
  2. #4MiniMax-M380.5%
  3. ~#5Inkling SmallEstimated78.2%
  4. #5Hy378.0%
estimated from related benchmarks
~#8/14~76.8%Estimated
  1. #1Claude Opus 596.0%
  2. #6Mistral Medium 3.577.6%
  3. ~#8Kimi K2.7 CodeEstimated76.8%
  4. #8Muse Glimmer76.0%
estimated from related benchmarks
~#10/14~74.5%Estimated
  1. #1Claude Opus 596.0%
  2. #9Xing4.0-29B-A4B75.0%
  3. ~#10Ling-3.0-flash-VLEstimated74.5%
  4. #10Claude Haiku 4.573.3%
estimated from related benchmarks
SWE-bench Pro (Public)
day 0
~#14/19~57.4%Estimated
  1. #1Claude Opus 5.589.9%
  2. #13Hy357.9%
  3. ~#14Inkling SmallEstimated57.4%
  4. #14Inkling54.3%
estimated from related benchmarks
~#14/19~56.0%Estimated
  1. #1Claude Opus 5.589.9%
  2. #13Hy357.9%
  3. ~#14Kimi K2.7 CodeEstimated56.0%
  4. #14Inkling54.3%
estimated from related benchmarks
~#17/19~53.5%Estimated
  1. #1Claude Opus 5.589.9%
  2. #15Gemini 3.5 Flash-Lite54.2%
  3. ~#17Ling-3.0-flash-VLEstimated53.5%
  4. #17Muse Glimmer51.2%
estimated from related benchmarks
DeepSWE v1.1
day 0
~#27/31~55.4%Estimated
  1. #1DeepSeek V4.1 Flash74.2%
  2. #26Nex-N2.5-Pro55.8%
  3. ~#27Inkling SmallEstimated55.4%
  4. #27Qwen3.8 Max (0902)51.0%
estimated from related benchmarks
~#27/31~53.9%Estimated
  1. #1DeepSeek V4.1 Flash74.2%
  2. #26Nex-N2.5-Pro55.8%
  3. ~#27Kimi K2.7 CodeEstimated53.9%
  4. #27Qwen3.8 Max (0902)51.0%
estimated from related benchmarks
~#27/31~51.0%Estimated
  1. #1DeepSeek V4.1 Flash74.2%
  2. #26Nex-N2.5-Pro55.8%
  3. ~#27Ling-3.0-flash-VLEstimated51.0%
  4. #27Qwen3.8 Max (0902)51.0%
estimated from related benchmarks
Terminal-Bench 4.0
day 0
#32/831.0%BestVerified
  1. #1Claude Sonnet 5.563.6%
  2. #32Inkling1.0%
  3. #32Inkling Small1.0%
  4. #32K2 Horizon 7B1.0%
artificialanalysis.ai · 2026-09-24
#32/831.0%BestVerified
  1. #1Claude Sonnet 5.563.6%
  2. #32K2 Horizon 7B1.0%
  3. #32Kimi K2.7 Code1.0%
  4. #32Quasar 438B1.0%
artificialanalysis.ai · 2026-09-24
#49/830.0%Verified
  1. #1Claude Sonnet 5.563.6%
  2. #49Ling-3.0-flash-Fin0.0%
  3. #49Ling-3.0-flash-VL0.0%
  4. #49Llama 4 Maverick0.0%
artificialanalysis.ai · 2026-09-24
LiveCodeBench
third-party
~#6/20~82.5%Estimated
  1. #1Qwen3.8-Omni-Flash92.6%
  2. #5gpt-oss-120b87.8%
  3. ~#6Inkling SmallEstimated82.5%
  4. #6Gemma 4 31B80.0%
estimated from related benchmarks
~#8/20~77.6%Estimated
  1. #1Qwen3.8-Omni-Flash92.6%
  2. #7gpt-oss-20b77.7%
  3. ~#8Kimi K2.7 CodeEstimated77.6%
  4. #8Mistral Small 464.0%
estimated from related benchmarks
~#8/20~70.9%Estimated
  1. #1Qwen3.8-Omni-Flash92.6%
  2. #7gpt-oss-20b77.7%
  3. ~#8Ling-3.0-flash-VLEstimated70.9%
  4. #8Mistral Small 464.0%
estimated from related benchmarks
SciCode
third-party
#29/9549.7%BestVerified
  1. #1Claude Opus 5.566.9%
  2. #28Qwen3.8 Flash-Next50.6%
  3. #29Inkling Small49.7%
  4. #30Hy348.6%
artificialanalysis.ai · 2026-09-24
#33/9547.8%Verified
  1. #1Claude Opus 5.566.9%
  2. #32Solar Open2 250B48.0%
  3. #33Kimi K2.7 Code47.8%
  4. #34Intern-S2-397B47.6%
artificialanalysis.ai · 2026-09-24
#46/9544.2%Verified
  1. #1Claude Opus 5.566.9%
  2. #45Solar Pro 444.6%
  3. #46Ling-3.0-flash-VL44.2%
  4. #47MiMo-V2.543.9%
artificialanalysis.ai · 2026-09-24
AA Coding Agent Index
third-party
~#14/15~41.3Estimated
  1. #1Claude Opus 5.566.0
  2. #13Gemini 3.8 Flash41.9
  3. ~#14Inkling SmallEstimated41.3
  4. #14GPT-6 Luna41.1
estimated from related benchmarks
~last/15below measured range (<41.1)Estimated
  1. #1Claude Opus 5.566.0
  2. #14GPT-6 Luna41.1
  3. ~#15Kimi K2.7 CodeEstimated<41.1
estimated from related benchmarks
~last/15below measured range (<41.1)Estimated
  1. #1Claude Opus 5.566.0
  2. #14GPT-6 Luna41.1
  3. ~#15Ling-3.0-flash-VLEstimated<41.1
estimated from related benchmarks
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
Inkling Small
Kimi K2.7 Code
Ling-3.0-flash-VL
IFBench
day 0
—
#43/12563.1%Verified
  1. #1MiniMax-M382.9%
  2. #42Nemotron 3 Nano Omni 30B A3B Reasoning63.2%
  3. #43Kimi K2.7 Code63.1%
  4. #44K2 Think V262.8%
artificialanalysis.ai · 2026-09-24
—
MMMLU
day 0
—
~#3/5~86.1%Estimated
  1. #1Gemini 3.1 Pro92.6%
  2. #2Gemma 4 31B88.4%
  3. ~#3Kimi K2.7 CodeEstimated86.1%
  4. #3Claude Haiku 4.583.0%
estimated from related benchmarks
—
LMArena Text, Non-English (Elo)
third-party
—
~#36/54~1405Estimated
  1. #1Claude Opus 5.51501
  2. #35Nemotron 3 Ultra1405
  3. ~#36Kimi K2.7 CodeEstimated1405
  4. #36Mistral Large 31397
estimated from related benchmarks
—
LMArena Text (Elo)
third-party
—
~#36/54~1420Estimated
  1. #1Claude Opus 5.51509
  2. #35Muse GlimmerFew votes1424
  3. ~#36Kimi K2.7 CodeEstimated1420
  4. #36Qwen3.5 122B A10B1417
estimated from related benchmarks
—
EQ-Bench Creative Writing v3 (Elo)
third-party
—
~#15/26~1760Estimated
  1. #1GPT-6 Astra2173
  2. #14Claude Sonnet 51794
  3. ~#15Kimi K2.7 CodeEstimated1760
  4. #15Gemini 3.8 Flash1748
estimated from related benchmarks
—

Vision benchmarks

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

Metric
Inkling Small
Kimi K2.7 Code
Ling-3.0-flash-VL
MMMU
day 0
~#2/3~71.3%Estimated
  1. #1Claude Haiku 4.573.2%
  2. ~#2Inkling SmallEstimated71.3%
  3. #2Llama 4 Maverick69.4%
estimated from related benchmarks
—
~#2/3~71.3%Estimated
  1. #1Claude Haiku 4.573.2%
  2. ~#2Ling-3.0-flash-VLEstimated71.3%
  3. #2Llama 4 Maverick69.4%
estimated from related benchmarks
MMMU-Pro
day 0
#33/7674.0%Verified
  1. #1Claude Opus 5.587.7%
  2. #32Muse Glimmer74.3%
  3. #33Inkling Small74.0%
  4. #34Inkling73.5%
artificialanalysis.ai · 2026-09-24
—
#16/7679.0%BestVerified
  1. #1Claude Opus 5.587.7%
  2. #16Gemini 3.5 Flash-Lite79.0%
  3. #16Ling-3.0-flash-VL79.0%
  4. #18MiniMax-M378.6%
artificialanalysis.ai · 2026-09-24
CharXiv Reasoning
day 0
~#6/9~78.5%Estimated
  1. #1Gemini 3.8 Flash86.2%
  2. #5Muse Glimmer78.8%
  3. ~#6Inkling SmallEstimated78.5%
  4. #6Inkling78.1%
estimated from related benchmarks
—
~#7/9~77.1%Estimated
  1. #1Gemini 3.8 Flash86.2%
  2. #6Inkling78.1%
  3. ~#7Ling-3.0-flash-VLEstimated77.1%
  4. #7Claude Sonnet 577.0%
estimated from related benchmarks
OmniDocBench v1.5
third-party
~#5/8~85.1%Estimated
  1. #1MiniMax-M391.6%
  2. #4Gemini 3.1 Pro85.3%
  3. ~#5Inkling SmallEstimated85.1%
  4. #5Claude Haiku 4.579.6%
estimated from related benchmarks
—
~#5/8~83.2%Estimated
  1. #1MiniMax-M391.6%
  2. #4Gemini 3.1 Pro85.3%
  3. ~#5Ling-3.0-flash-VLEstimated83.2%
  4. #5Claude Haiku 4.579.6%
estimated from related benchmarks
GDP.pdf (AA)
third-party
~#22/43~13.5%Estimated
  1. #1GPT-6 Astra31.0%
  2. #21Gemini 3.5 Flash-Lite13.6%
  3. ~#22Inkling SmallEstimated13.5%
  4. #22GPT-5.4 mini13.4%
estimated from related benchmarks
—
#30/428.4%Verified
  1. #1GPT-6 Astra31.0%
  2. #29MiniMax-M39.8%
  3. #30Ling-3.0-flash-VL8.4%
  4. #31GPT-5.4 nano7.8%
artificialanalysis.ai · 2026-09-24
Chartography
third-party
~#14/23~21.3%Estimated
  1. #1GPT-6 Astra71.0%
  2. #13Gemini 3.1 Pro26.1%
  3. ~#14Inkling SmallEstimated21.3%
  4. #14Grok 4.620.5%
estimated from related benchmarks
—
~#19/23~14.1%Estimated
  1. #1GPT-6 Astra71.0%
  2. #18Grok 4.714.7%
  3. ~#19Ling-3.0-flash-VLEstimated14.1%
  4. #19DeepSeek V4.1 Flash11.6%
estimated from related benchmarks

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
Inkling Small
Kimi K2.7 Code
Ling-3.0-flash-VL
GPQA Diamond
day 0
#28/17289.5%Verified
  1. #1GPT-6 Astra96.1%
  2. #28Grok Build 0.1 061689.5%
  3. #28Inkling Small89.5%
  4. #30Qwen3.5 397B A17B89.3%
artificialanalysis.ai · 2026-09-24
#27/17289.6%BestVerified
  1. #1GPT-6 Astra96.1%
  2. #26Hy389.7%
  3. #27Kimi K2.7 Code89.6%
  4. #28Grok Build 0.1 061689.5%
artificialanalysis.ai · 2026-09-24
#38/17286.2%Verified
  1. #1GPT-6 Astra96.1%
  2. #37Apodex 1.186.4%
  3. #38Ling-3.0-flash-VL86.2%
  4. #39A.X-K285.7%
artificialanalysis.ai · 2026-09-24
Humanity's Last Exam
day 0
#39/17833.3%Verified
  1. #1Claude Opus 5.561.4%
  2. #38Hy333.5%
  3. #39Inkling Small33.3%
  4. #40K2 Horizon 375B A23B32.0%
artificialanalysis.ai · 2026-09-24
#33/17835.0%BestVerified
  1. #1Claude Opus 5.561.4%
  2. #32Qwen3.7 Plus35.6%
  3. #33Kimi K2.7 Code35.0%
  4. #34Apodex 1.134.1%
artificialanalysis.ai · 2026-09-24
#56/17822.0%Verified
  1. #1Claude Opus 5.561.4%
  2. #55Qwen3.6 35B A3B22.2%
  3. #56Ling-3.0-flash-VL22.0%
  4. #56Muse Glimmer22.0%
artificialanalysis.ai · 2026-09-24
AIME (latest)
day 0
~#2/25~95.4%Estimated
  1. #1Inkling97.1%
  2. ~#2Inkling SmallEstimated95.4%
  3. #2Muse Glimmer94.7%
estimated from related benchmarks
~#4/25~94.3%Estimated
  1. #1Inkling97.1%
  2. #3Nova 2.0 Lite94.3%
  3. ~#4Kimi K2.7 CodeEstimated94.3%
  4. #4gpt-oss-120b93.4%
estimated from related benchmarks
~#4/25~93.5%Estimated
  1. #1Inkling97.1%
  2. #3Nova 2.0 Lite94.3%
  3. ~#4Ling-3.0-flash-VLEstimated93.5%
  4. #4gpt-oss-120b93.4%
estimated from related benchmarks
AA Intelligence Index
third-party
~#26/75~30.6Estimated
  1. #1Claude Opus 5.557.6
  2. #25Qwen3.8 27B33.7
  3. ~#26Inkling SmallEstimated30.6
  4. #26K2 Horizon 375B A23B30.5
estimated from related benchmarks
#32/7425.8BestVerified
  1. #1Claude Opus 5.557.6
  2. #31GPT-5.5 Instant (June 2026)26.0
  3. #32Kimi K2.7 Code25.8
  4. #33Hy325.3
artificialanalysis.ai · 2026-09-24
#37/7424.6Verified
  1. #1Claude Opus 5.557.6
  2. #36Inkling25.0
  3. #37Ling-3.0-flash-VL24.6
  4. #38GPT-5.4 mini24.1
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
Inkling Small
Kimi K2.7 Code
Ling-3.0-flash-VL
τ²-bench (Telecom)
day 0
~#16/116~89.1%Estimated
  1. #1Step 3.7 Flash98.5%
  2. #15KAT Coder Pro V289.5%
  3. ~#16Inkling SmallEstimated89.1%
  4. #16MiniMax-M388.9%
estimated from related benchmarks
#12/11590.1%Verified
  1. #1Step 3.7 Flash98.5%
  2. #11MiMo-V2.590.6%
  3. #12Kimi K2.7 Code90.1%
  4. #12Trinity Large Thinking90.1%
artificialanalysis.ai · 2026-09-24
~#37/116~74.1%Estimated
  1. #1Step 3.7 Flash98.5%
  2. #36GPT-5.4 nano76.0%
  3. ~#37Ling-3.0-flash-VLEstimated74.1%
  4. #37Nova 2.0 Lite72.8%
estimated from related benchmarks
OSWorld-Verified
day 0
~#10/12~69.7%Estimated
  1. #1Kimi K384.8%
  2. #9Nex-N2.5-Mini71.2%
  3. ~#10Inkling SmallEstimated69.7%
  4. #10Muse Glimmer65.9%
estimated from related benchmarks
~#10/12~69.5%Estimated
  1. #1Kimi K384.8%
  2. #9Nex-N2.5-Mini71.2%
  3. ~#10Kimi K2.7 CodeEstimated69.5%
  4. #10Muse Glimmer65.9%
estimated from related benchmarks
~#10/12~70.7%Estimated
  1. #1Kimi K384.8%
  2. #9Nex-N2.5-Mini71.2%
  3. ~#10Ling-3.0-flash-VLEstimated70.7%
  4. #10Muse Glimmer65.9%
estimated from related benchmarks
OSWorld 2.0
day 0
~last/5below measured range (<47.5%)Estimated
  1. #1GLM-5.3 Flash59.1%
  2. #4GPT-5.547.5%
  3. ~#5Inkling SmallEstimated<47.5%
estimated from related benchmarks
~last/5below measured range (<47.5%)Estimated
  1. #1GLM-5.3 Flash59.1%
  2. #4GPT-5.547.5%
  3. ~#5Kimi K2.7 CodeEstimated<47.5%
estimated from related benchmarks
~last/5below measured range (<47.5%)Estimated
  1. #1GLM-5.3 Flash59.1%
  2. #4GPT-5.547.5%
  3. ~#5Ling-3.0-flash-VLEstimated<47.5%
estimated from related benchmarks
BrowseComp
day 0
~#15/18~67.3%Estimated
  1. #1Atria Dawn Preview92.5%
  2. #14Inkling77.1%
  3. ~#15Inkling SmallEstimated67.3%
  4. #15Mistral Medium 3.548.6%
estimated from related benchmarks
~#15/18~68.6%Estimated
  1. #1Atria Dawn Preview92.5%
  2. #14Inkling77.1%
  3. ~#15Kimi K2.7 CodeEstimated68.6%
  4. #15Mistral Medium 3.548.6%
estimated from related benchmarks
~#15/18~71.5%Estimated
  1. #1Atria Dawn Preview92.5%
  2. #14Inkling77.1%
  3. ~#15Ling-3.0-flash-VLEstimated71.5%
  4. #15Mistral Medium 3.548.6%
estimated from related benchmarks
GDPval-AA (Elo)
third-party
~#24/87~1367Estimated
  1. #1Claude Opus 5.51846
  2. #23GPT-6 Luna1367
  3. ~#24Inkling SmallEstimated1367
  4. #24K2 Horizon 375B A23B1349
estimated from related benchmarks
#35/861025Verified
  1. #1Claude Opus 5.51846
  2. #34Hy31045
  3. #35Kimi K2.7 Code1025
  4. #36K2 Horizon 7B1011
artificialanalysis.ai · 2026-09-24
#30/861150BestVerified
  1. #1Claude Opus 5.51846
  2. #29Quasar 438B1162
  3. #30Ling-3.0-flash-VL1150
  4. #31Nex-N2-Pro1091
artificialanalysis.ai · 2026-09-24
AutomationBench-AA
third-party
~#32/80~24.9%Estimated
  1. #1Claude Opus 5.569.5%
  2. #31Gemini 3.5 Flash-Lite25.0%
  3. ~#32Inkling SmallEstimated24.9%
  4. #32Kimi K2.7 Code24.5%
estimated from related benchmarks
#32/7924.5%BestVerified
  1. #1Claude Opus 5.569.5%
  2. #31Gemini 3.5 Flash-Lite25.0%
  3. #32Kimi K2.7 Code24.5%
  4. #33Quasar 438B23.9%
artificialanalysis.ai · 2026-09-24
#40/7915.7%Verified
  1. #1Claude Opus 5.569.5%
  2. #39Qwen3.7 Plus17.4%
  3. #40Ling-3.0-flash-VL15.7%
  4. #41K2 Horizon 3.7B14.7%
artificialanalysis.ai · 2026-09-24
τ-Bench Banking (AA)
third-party
#39/8818.8%Verified
  1. #1Muse Spark 1.350.5%
  2. #38K2 Horizon 3.7B19.6%
  3. #39Inkling Small18.8%
  4. #40Ring-2.6-1T17.9%
artificialanalysis.ai · 2026-09-24
#37/8820.2%Verified
  1. #1Muse Spark 1.350.5%
  2. #35MiniCPM5-2B20.8%
  3. #37Kimi K2.7 Code20.2%
  4. #38K2 Horizon 3.7B19.6%
artificialanalysis.ai · 2026-09-24
#19/8834.4%BestVerified
  1. #1Muse Spark 1.350.5%
  2. #18Motif 335.3%
  3. #19Ling-3.0-flash-VL34.4%
  4. #20K2 Horizon 375B A23B34.2%
artificialanalysis.ai · 2026-09-24