Skip to content
Model Pareto

LFM2.5-8B-A1B

Liquid AIOpen weightsartificialanalysis.ai ↗
Compare with nearest rivalsCompare with…
Input
—
Output
—
Speed
~130tok/sest.
Context
33Ktokens

Long-tail import from Artificial Analysis (2026-09-24); AA variant: LFM2.5-8B-A1B. 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× H200 141GB
BF16 weights
Throughput
~13,288 tok/s
many requests batched
Price
$0.031–0.26 /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 (8.3B params, 1.5B active per token) + 25% KV-cache headroom ≈ 21 GB
  • 1× H200 141GB at $3.59–$7.91/GPU-hour on-demand (2026-09-24)
  • ~13,288 output tok/s aggregate at batch 256 (bandwidth-bound); MoE compute scales with active params
  • Blended 3:1 input:output; prefill ~155,768 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. ~#5LFM2.5-8B-A1BEstimated<81.3%
No published score — estimated from related benchmarks
LMArena Text, Non-English (Elo)Estimated
~#44 of 54 (estimated)~1337 Elo
  1. #1Claude Opus 5.51501
  2. #2Claude Fable 5.1Few votes1496
  3. #43gpt-oss-120b1338
  4. ~#44LFM2.5-8B-A1BEstimated1337
  5. #44INTELLECT-3Few votes1327
No published score — estimated from related benchmarks
LMArena Text (Elo)Estimated
~#43 of 54 (estimated)~1359 Elo
  1. #1Claude Opus 5.51509
  2. #2Claude Fable 5.11501
  3. #42Trinity Large Thinking1369
  4. ~#43LFM2.5-8B-A1BEstimated1359
  5. #43INTELLECT-31356
No published score — estimated from related benchmarks
EQ-Bench Creative Writing v3 (Elo)Estimated
~#19 of 26 (estimated)~1563 Elo
  1. #1GPT-6 Astra2173
  2. #2Claude Fable 5.12162
  3. #18Inkling1611
  4. ~#19LFM2.5-8B-A1BEstimated1563
  5. #19Gemini 3.5 Flash-Lite1559
No published score — estimated from related benchmarks

Hard reasoning

AIME (latest)Estimated
~#14 of 25 (estimated)~39.7%
  1. #1Inkling97.1%
  2. #2Muse Glimmer94.7%
  3. #13Phi-4-reasoning-plus78.0%
  4. ~#14LFM2.5-8B-A1BEstimated39.7%
  5. #14Mistral Large 338.0%
No published score — estimated from related benchmarks
AA Intelligence IndexEstimated
~#70 of 75 (estimated)~6.7
  1. #1Claude Opus 5.557.6
  2. #2Claude Sonnet 5.556.0
  3. #69Devstral Small 27.5
  4. ~#70LFM2.5-8B-A1BEstimated6.7
  5. #70Celeris-16.3
No published score — estimated from related benchmarks

Agents

OSWorld-VerifiedEstimated
~#11 of 12 (estimated)~64.5%
  1. #1Kimi K384.8%
  2. #2Qwen3.8 27B84.3%
  3. #10Muse Glimmer65.9%
  4. ~#11LFM2.5-8B-A1BEstimated64.5%
  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. ~#3LFM2.5-8B-A1BEstimated53.8%
  4. #3GPT-5.6 Terra50.2%
No published score — estimated from related benchmarks
BrowseCompEstimated
~#17 of 18 (estimated)~33.0%
  1. #1Atria Dawn Preview92.5%
  2. #2GPT-6 Astra91.5%
  3. #16Nemotron 3 Ultra44.4%
  4. ~#17LFM2.5-8B-A1BEstimated33.0%
  5. #17Mistral Small 421.3%
No published score — estimated from related benchmarks
GDPval-AA (Elo)Estimated
~#55 of 87 (estimated)~705 Elo
  1. #1Claude Opus 5.51846
  2. #2Claude Fable 5.11735
  3. #54Claude Haiku 4.5719
  4. ~#55LFM2.5-8B-A1BEstimated705
  5. #55MiniCPM5-2B694
No published score — estimated from related benchmarks
AutomationBench-AAEstimated
~#74 of 80 (estimated)~0.3%
  1. #1Claude Opus 5.569.5%
  2. #2DeepSeek V4.1 Flash68.9%
  3. #72Granite 4.2 3B0.4%
  4. ~#74LFM2.5-8B-A1BEstimated0.3%
  5. #74gpt-oss-120b0.2%
No published score — estimated from related benchmarks
τ-Bench Banking (AA)Estimated
~#79 of 89 (estimated)~5.0%
  1. #1Muse Spark 1.350.5%
  2. #2GLM-5.350.3%
  3. #78Qwen3 Coder Next5.4%
  4. ~#79LFM2.5-8B-A1BEstimated5.0%
  5. #79K2 Horizon 0.9B4.9%
No published score — estimated from related benchmarks