Side-by-side comparison of pricing, 12 benchmarks, and generation speed.
| Metric | Step 3.5 Flash 2603 | Mistral Small 3.1 |
|---|---|---|
| Input ($/M tokens) | $0.1 | $0.1 |
| Output ($/M tokens) | $0.3 | $0.3 |
Verdict. Step 3.5 Flash 2603 and Mistral Small 3.1 split the benchmark comparison evenly at 1–1. The tiebreaker here is price, speed, and what you actually run them on.
Pricing. Both models sit in the budget bracket for output-token pricing. At 1.0× the per-million-token cost, Mistral Small 3.1 is meaningfully cheaper if your traffic is output-heavy (long completions, document generation, agent loops). Mistral Small 3.1 makes more sense when output volume is low and absolute reasoning quality justifies the premium.
Strengths. Step 3.5 Flash 2603 is strongest on Intelligence Index (26.5). Mistral Small 3.1 leads on Coding Index (26.3), Intelligence Index (14.9).
Speed. On throughput, Step 3.5 Flash 2603 generates tokens at 205 tok/s versus 138 tok/s — about 33% faster. On time-to-first-token, Mistral Small 3.1 responds in 880ms vs 1060ms, which matters most for chat-style UIs.
Provider. StepFun and Mistral sell to overlapping but distinct developer audiences: StepFun tends to ship frontier reasoning models with premium positioning, while Mistral often prices more aggressively. Your existing vendor relationships, billing, and SLA preferences may matter as much as the raw numbers above.
Workload cost. Workload scenarios (per million requests at 30M input + 15M output tokens): Step 3.5 Flash 2603 costs $7.50 ($90/year); Mistral Small 3.1 costs $7.50 ($90/year). At a smaller 5M-input/2M-output scale (single-developer tool or prototype): Step 3.5 Flash 2603 ≈ $1.10/run, Mistral Small 3.1 ≈ $1.10/run. At agent/realtime scale (200M input / 100M output per million requests): Step 3.5 Flash 2603 ≈ $50/run, Mistral Small 3.1 ≈ $50/run.
Recommendation. Both models have legitimate use cases — the right answer depends on whether you are optimizing for benchmark ceiling, latency, or unit cost. Start with the cheaper / faster model, evaluate against your specific task, and only switch if the upgrade shows a meaningful lift.
Head-to-head deltas
Data from Artificial Analysis API — 12 benchmarks
Both models have similar pricing. Check the detailed breakdown above for input vs output token costs.
It's a tie — both models win 1 benchmarks each across 12 evaluated categories. See the detailed benchmark chart above for per-category results.
Step 3.5 Flash 2603 generates tokens faster at 205 tok/s vs 138 tok/s. However, Mistral Small 3.1 has lower time-to-first-token (0.88s vs 1.06s).
Choose based on your priorities: both are similarly priced, both perform similarly on benchmarks, and Step 3.5 Flash 2603 for faster generation. For latency-sensitive apps, check the TTFT comparison above.