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Model Pareto

INTELLECT-3

Prime IntellectOpen weightsartificialanalysis.ai ↗
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Input
—
Output
—
Speed
~97tok/sest.
Context
131Ktokens

Long-tail import from Artificial Analysis (2026-09-24); AA variant: INTELLECT-3 (based on GLM-4.5-Air). Price = AA median host price.

Rankings

Self-hostingEstimated

How we estimate →

What it would cost to run these open weights yourself on rented GPUs. No API sells this model, so this is its price on the chart.

Hardware
2× H200 141GB
FP8 weights
Throughput
~7,235 tok/s
many requests batched
Price
$0.12–0.97 /M tok
busy → light use
On your own machine
Mac Studio M5 Max 128GB (int4, ~72 tok/s single-stream)
single consumer GPU or Mac
Assumptions (5)
  • FP8 weights (106B params, 12B active per token) + 25% KV-cache headroom ≈ 133 GB
  • 2× H200 141GB at $3.59–$7.91/GPU-hour on-demand (2026-09-24)
  • ~7,235 output tok/s aggregate at batch 260 (bandwidth-bound); MoE compute scales with active params
  • Blended 3:1 input:output; prefill ~77,923 tok/s
  • Low = 75% utilization at the low GPU price; high = 20% at the high price

Benchmark scores

~ italic, dashed = no published score yet, estimated from related benchmarks.

Writing & chat

MMMLUEstimated
~last of 5 (estimated)below measured range (<81.3%)
  1. #1Gemini 3.1 Pro92.6%
  2. #2Gemma 4 31B88.4%
  3. #4gpt-oss-120b81.3%
  4. ~#5INTELLECT-3Estimated<81.3%
No published score — estimated from related benchmarks
LMArena Text, Non-English (Elo)Few votesVerified
#44 of 531327 Elo
  1. #1Claude Opus 5.51501
  2. #2Claude Fable 5.1Few votes1496
  3. #43gpt-oss-120b1338
  4. #44INTELLECT-3Few votes1327
  5. #45Llama 4 Maverick1311
lmarena.ai · 2026-09-13
LMArena Text (Elo)Verified
#43 of 531356 Elo
  1. #1Claude Opus 5.51509
  2. #2Claude Fable 5.11501
  3. #42Trinity Large Thinking1369
  4. #43INTELLECT-31356
  5. #44gpt-oss-120b1352
lmarena.ai · 2026-09-13
EQ-Bench Creative Writing v3 (Elo)Estimated
~#24 of 26 (estimated)~1242 Elo
  1. #1GPT-6 Astra2173
  2. #2Claude Fable 5.12162
  3. #23Gemma 4 31B1368
  4. ~#24INTELLECT-3Estimated1242
  5. #24gpt-oss-120b961
No published score — estimated from related benchmarks

Hard reasoning

AIME (latest)Estimated
~#14 of 25 (estimated)~71.8%
  1. #1Inkling97.1%
  2. #2Muse Glimmer94.7%
  3. #13Phi-4-reasoning-plus78.0%
  4. ~#14INTELLECT-3Estimated71.8%
  5. #14Mistral Large 338.0%
No published score — estimated from related benchmarks
AA Intelligence IndexEstimated
~#52 of 75 (estimated)~15.2
  1. #1Claude Opus 5.557.6
  2. #2Claude Sonnet 5.556.0
  3. #50Qwen3.5 122B A10B15.6
  4. ~#52INTELLECT-3Estimated15.2
  5. #52Mistral Medium 3.514.2
No published score — estimated from related benchmarks

Agents

OSWorld-VerifiedEstimated
~#10 of 12 (estimated)~67.5%
  1. #1Kimi K384.8%
  2. #2Qwen3.8 27B84.3%
  3. #9Nex-N2.5-Mini71.2%
  4. ~#10INTELLECT-3Estimated67.5%
  5. #10Muse Glimmer65.9%
No published score — estimated from related benchmarks
OSWorld 2.0Estimated
~#3 of 5 (estimated)~53.8%
  1. #1GLM-5.3 Flash59.1%
  2. #2Kimi K358.3%
  3. ~#3INTELLECT-3Estimated53.8%
  4. #3GPT-5.6 Terra50.2%
No published score — estimated from related benchmarks
BrowseCompEstimated
~#17 of 18 (estimated)~38.1%
  1. #1Atria Dawn Preview92.5%
  2. #2GPT-6 Astra91.5%
  3. #16Nemotron 3 Ultra44.4%
  4. ~#17INTELLECT-3Estimated38.1%
  5. #17Mistral Small 421.3%
No published score — estimated from related benchmarks
GDPval-AA (Elo)Estimated
~#55 of 87 (estimated)~713 Elo
  1. #1Claude Opus 5.51846
  2. #2Claude Fable 5.11735
  3. #54Claude Haiku 4.5719
  4. ~#55INTELLECT-3Estimated713
  5. #55MiniCPM5-2B694
No published score — estimated from related benchmarks
AutomationBench-AAEstimated
~#46 of 80 (estimated)~5.6%
  1. #1Claude Opus 5.569.5%
  2. #2DeepSeek V4.1 Flash68.9%
  3. #45GPT-5.4 nano6.0%
  4. ~#46INTELLECT-3Estimated5.6%
  5. #46Qwen3.5 122B A10B5.5%
No published score — estimated from related benchmarks
τ-Bench Banking (AA)Estimated
~#62 of 89 (estimated)~10.1%
  1. #1Muse Spark 1.350.5%
  2. #2GLM-5.350.3%
  3. #61Nemotron 3 Super 120B A12B10.3%
  4. ~#62INTELLECT-3Estimated10.1%
  5. #62Claude Haiku 4.59.3%
No published score — estimated from related benchmarks