Model Comparison

Step 3.5 Flash 2603
vs. Llama 3.1 Tulu3 405B

Comparing 2 AI models · 0 benchmarks · StepFun, Allen Institute for AI

Recommended Pick

StepFun logoStep 3.5 Flash 26032 metric wins

Strongest on: Reasoning, Intelligence

Lowest Price

StepFun logo

Step 3.5 Flash 2603

$0.10/1M input price

Best Reasoning

StepFun logo

Step 3.5 Flash 2603

17.0 reasoning score

Blends available reasoning benchmarks

Differences That Matter

Reasoning gap

Step 3.5 Flash 2603 leads Llama 3.1 Tulu3 405B by 9.8 points on reasoning.

Top-pick rationale

Step 3.5 Flash 2603 wins 2 measurable categories, including Reasoning, Intelligence.

Live compare

Response Face-Off

Run one prompt through the selected models and compare response quality with live speed and cost context.

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StepFun logo

Step 3.5 Flash 2603

StepFun

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Allen Institute for AI logo

Llama 3.1 Tulu3 405B

Allen Institute for AI

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Which answer was more useful?

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Full Comparison

Metric
Top Pick
StepFun logoStep 3.5 Flash 2603
StepFun
Allen Institute for AI logoLlama 3.1 Tulu3 405B
Allen Institute for AI
Pricing per 1M tokens
Input Cost$0.10/1M—
Output Cost$0.30/1M—
Blended (3:1)$0.15/1M—
Specifications
OrganizationStepFunAllen Institute for AI
Release DateApr 2, 2026Jan 30, 2025
Performance & Speed
Throughput147.6 tok/s—
TTFT3320ms—
Latency16870ms—
Composite Indices
Value Score100.0—
Reasoning Score17.07.2
Intelligence17.07.2

Key Takeaways

Step 3.5 Flash 2603 offers the best value at $0.10/1M,making it ideal for high-volume applications and cost-conscious projects.

Step 3.5 Flash 2603 has the strongest reasoning profile with a 17.0 reasoning score,combining the available reasoning-heavy benchmarks.

All models support context windows of ∞+ tokens,suitable for processing lengthy documents and maintaining extended conversations.

When to Choose Each Model

StepFun logo

Step 3.5 Flash 2603

  • Cost-sensitive applications
  • High-volume processing
  • Complex reasoning tasks
  • Research & analysis
Allen Institute for AI logo

Llama 3.1 Tulu3 405B

  • General-purpose AI
  • Versatile applications