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Model Pareto

Reka Flash 3

Reka AIOpen weightsartificialanalysis.ai ↗
Input
$0.20/M tok
Output
$0.80/M tok
Blended
$0.35/M tok · 3:1
Speed
~89tok/sest.
Context
128Ktokens

Long-tail import from Artificial Analysis (2026-09-24); AA variant: Reka Flash 3. Price = AA median host price.

Rankings

Self-hostingEstimated

How we estimate →

What it would cost to run these open weights yourself on rented GPUs, compared with the API price above.

Hardware
1× B200 180GB
BF16 weights
Throughput
~5,602 tok/s
many requests batched
Price
$0.16–1.47 /M tok
busy → light use
On your own machine
RTX 5090 32GB (int4, ~120 tok/s single-stream)
single consumer GPU or Mac
Assumptions (5)
  • BF16 weights (20.9B params) + 25% KV-cache headroom ≈ 52 GB
  • 1× B200 180GB at $5.98–$14.24/GPU-hour on-demand (2026-09-24)
  • ~5,602 output tok/s aggregate at batch 160 (bandwidth-bound)
  • Blended 3:1 input:output; prefill ~25,434 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. ~#5Reka Flash 3Estimated<81.3%
No published score — estimated from related benchmarks
~#48 of 54 (estimated)~1323 Elo
  1. #1Claude Opus 5.51509
  2. #2Claude Fable 5.11501
  3. #47Llama 4 Maverick1327
  4. ~#48Reka Flash 3Estimated1323
  5. #48Molmo2-8BFew votes1322
No published score — estimated from related benchmarks
~#22 of 26 (estimated)~1422 Elo
  1. #1GPT-6 Astra2173
  2. #2Claude Fable 5.12162
  3. #21Gemini 3.1 Pro1491
  4. ~#22Reka Flash 3Estimated1422
  5. #22Mistral Large 31412
No published score — estimated from related benchmarks

Hard reasoning

Agents

~#11 of 12 (estimated)~62.7%
  1. #1Kimi K384.8%
  2. #2Qwen3.8 27B84.3%
  3. #10Muse Glimmer65.9%
  4. ~#11Reka Flash 3Estimated62.7%
  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. ~#3Reka Flash 3Estimated53.8%
  4. #3GPT-5.6 Terra50.2%
No published score — estimated from related benchmarks
BrowseCompEstimated
~#17 of 18 (estimated)~31.1%
  1. #1Atria Dawn Preview92.5%
  2. #2GPT-6 Astra91.5%
  3. #16Nemotron 3 Ultra44.4%
  4. ~#17Reka Flash 3Estimated31.1%
  5. #17Mistral Small 421.3%
No published score — estimated from related benchmarks
~#57 of 87 (estimated)~613 Elo
  1. #1Claude Opus 5.51846
  2. #2Claude Fable 5.11735
  3. #56Nemotron 3.5 Lightning624
  4. ~#57Reka Flash 3Estimated613
  5. #57Gemma 4 31B606
No published score — estimated from related benchmarks
~#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. ~#74Reka Flash 3Estimated0.2%
  5. #74gpt-oss-120b0.2%
No published score — estimated from related benchmarks
~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. ~#89Reka Flash 3Estimated<3.3%
No published score — estimated from related benchmarks