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Model Pareto

Olmo 3 7B Think

Ai2 (Allen Institute)Open weightsartificialanalysis.ai ↗
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Input
—
Output
—
Speed
~100tok/sest.
Context
66Ktokens

Long-tail import from Artificial Analysis (2026-09-24); AA variant: Olmo 3 7B Think. 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
1× B200 180GB
BF16 weights
Throughput
~11,326 tok/s
many requests batched
Price
$0.072–0.64 /M tok
busy → light use
On your own machine
RTX 5090 32GB (int4, 300+ tok/s single-stream)
single consumer GPU or Mac
Assumptions (5)
  • BF16 weights (7.3B params) + 25% KV-cache headroom ≈ 18 GB
  • 1× B200 180GB at $5.98–$14.24/GPU-hour on-demand (2026-09-24)
  • ~11,326 output tok/s aggregate at batch 256 (bandwidth-bound)
  • Blended 3:1 input:output; prefill ~72,817 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. ~#5Olmo 3 7B ThinkEstimated<81.3%
No published score — estimated from related benchmarks
LMArena Text, Non-English (Elo)Estimated
~#45 of 54 (estimated)~1313 Elo
  1. #1Claude Opus 5.51501
  2. #2Claude Fable 5.1Few votes1496
  3. #44INTELLECT-3Few votes1327
  4. ~#45Olmo 3 7B ThinkEstimated1313
  5. #45Llama 4 Maverick1311
No published score — estimated from related benchmarks
LMArena Text (Elo)Estimated
~#46 of 54 (estimated)~1338 Elo
  1. #1Claude Opus 5.51509
  2. #2Claude Fable 5.11501
  3. #45Llama 3.1 Nemotron Ultra 253B v1Few votes1348
  4. ~#46Olmo 3 7B ThinkEstimated1338
  5. #46Olmo 3.1 32B Instruct1330
No published score — estimated from related benchmarks
EQ-Bench Creative Writing v3 (Elo)Estimated
~#22 of 26 (estimated)~1483 Elo
  1. #1GPT-6 Astra2173
  2. #2Claude Fable 5.12162
  3. #21Gemini 3.1 Pro1491
  4. ~#22Olmo 3 7B ThinkEstimated1483
  5. #22Mistral Large 31412
No published score — estimated from related benchmarks

Hard reasoning

AIME (latest)Estimated
~#15 of 25 (estimated)~37.7%
  1. #1Inkling97.1%
  2. #2Muse Glimmer94.7%
  3. #14Mistral Large 338.0%
  4. ~#15Olmo 3 7B ThinkEstimated37.7%
  5. #15Devstral 236.7%
No published score — estimated from related benchmarks
AA Intelligence IndexEstimated
~#73 of 75 (estimated)~5.2
  1. #1Claude Opus 5.557.6
  2. #2Claude Sonnet 5.556.0
  3. #72Ministral 3 8B5.5
  4. ~#73Olmo 3 7B ThinkEstimated5.2
  5. #73Ministral 3 3B4.8
No published score — estimated from related benchmarks

Agents

OSWorld-VerifiedEstimated
~#11 of 12 (estimated)~63.5%
  1. #1Kimi K384.8%
  2. #2Qwen3.8 27B84.3%
  3. #10Muse Glimmer65.9%
  4. ~#11Olmo 3 7B ThinkEstimated63.5%
  5. #11Claude Haiku 4.550.7%
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. ~#3Olmo 3 7B ThinkEstimated53.8%
  4. #3GPT-5.6 Terra50.2%
No published score — estimated from related benchmarks
BrowseCompEstimated
~#17 of 18 (estimated)~31.8%
  1. #1Atria Dawn Preview92.5%
  2. #2GPT-6 Astra91.5%
  3. #16Nemotron 3 Ultra44.4%
  4. ~#17Olmo 3 7B ThinkEstimated31.8%
  5. #17Mistral Small 421.3%
No published score — estimated from related benchmarks
GDPval-AA (Elo)Estimated
~#57 of 87 (estimated)~613 Elo
  1. #1Claude Opus 5.51846
  2. #2Claude Fable 5.11735
  3. #56Nemotron 3.5 Lightning624
  4. ~#57Olmo 3 7B ThinkEstimated613
  5. #57Gemma 4 31B606
No published score — estimated from related benchmarks
AutomationBench-AAEstimated
~#74 of 80 (estimated)~0.2%
  1. #1Claude Opus 5.569.5%
  2. #2DeepSeek V4.1 Flash68.9%
  3. #72Granite 4.2 3B0.4%
  4. ~#74Olmo 3 7B ThinkEstimated0.2%
  5. #74gpt-oss-120b0.2%
No published score — estimated from related benchmarks
τ-Bench Banking (AA)Estimated
~last of 89 (estimated)below measured range (<3.3%)
  1. #1Muse Spark 1.350.5%
  2. #2GLM-5.350.3%
  3. #88Llama 4 Scout3.3%
  4. ~#89Olmo 3 7B ThinkEstimated<3.3%
No published score — estimated from related benchmarks