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StepFun·LLM — weighted competency·Tue 25 Aug 2026

Step 3.7 Flash

Step 3.7 Flash scores 41/100 competency for LLM at $0.44.

Moderate confidence
Competency
41/100
category rank #97
Cost
$0.44/1M tok
blended
Speed
67/100
Moderate
Accuracy
no data yet

Score history.

Weighted LLM competency · last 12 weeks · weekly snapshot.

41/100
+0 pts vs prior
44
16 Jun19 Jun23 Jun26 Jun29 Jun3 Jul6 Jul10 Jul13 Jul17 Jul20 Jul23 Jul26 Jul30 Jul2 Aug5 Aug9 Aug12 Aug16 Aug19 Aug22 Aug25 Aug

What it's actually good at.

Score on each business-task subset that goes into the weighted competency.

Customer Service20% of category weight
41
Content Writing15% of category weight
41
Research & Analysis16% of category weight
41
Summarization12% of category weight
41
Translation7% of category weight
41
Reasoning16% of category weight
65
Knowledge14% of category weight
35

Pricing.

Published usage pricing. Figures refresh daily from our pricing sources.

$0.44

Usage pricing

$0.44/1M tok
Input
$0.20 / 1M tokens
Output
$1.15 / 1M tokens

Where it sits.

Position against the rest of the category. Ranked by weighted competency.

RankModelScoreCostSpeedΔ vs Step
36Grok 4.357$1.5640 / 100+16
37GLM-5-Turbo5640 / 100+15
38GPT-5.4 nano55$0.4640 / 100+14
39MiMo-V2-Flash5440 / 100+13
40GPT-5.5 Instant52$11.2540 / 100+11
41o3-pro51$35.0040 / 100+10
42Qwen3.6 35B A3B46$0.8479 / 100+5
43Step 3.7 Flash41$0.4467 / 100
44Gemma 3 27B26$0.420 / 100-15
45Command R+14$3.000 / 100-27
46Mistral Large 36$0.7553 / 100-35