Side-by-side comparison of pricing, 12 benchmarks, and generation speed.
| Metric | Sarvam 30B (high) | Ministral 3 3B |
|---|---|---|
| Input ($/M tokens) | $0.03 | $0.1 |
| Output ($/M tokens) | $0.11 | $0.1 |
Verdict. Sarvam 30B (high) and Ministral 3 3B 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 1.1× the per-million-token cost, Ministral 3 3B is meaningfully cheaper if your traffic is output-heavy (long completions, document generation, agent loops). Ministral 3 3B makes more sense when output volume is low and absolute reasoning quality justifies the premium.
Strengths. Sarvam 30B (high) is strongest on Intelligence Index (6.6). Ministral 3 3B leads on Intelligence Index (4.8), Coding Index (4.8).
Speed. Speed data is incomplete for this pair; benchmark and price should decide.
Provider. Sarvam and Mistral sell to overlapping but distinct developer audiences: Sarvam 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): Sarvam 30B (high) costs $2.55 ($31/year); Ministral 3 3B costs $4.50 ($54/year). At a smaller 5M-input/2M-output scale (single-developer tool or prototype): Sarvam 30B (high) ≈ $0.37/run, Ministral 3 3B ≈ $0.70/run. At agent/realtime scale (200M input / 100M output per million requests): Sarvam 30B (high) ≈ $17/run, Ministral 3 3B ≈ $30/run. Sarvam 30B (high) becomes more attractive at higher volume — the absolute per-token pricing difference compounds when you ship at scale.
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
Sarvam 30B (high) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.05/M tokens vs $0.10/M for Ministral 3 3B.
It's a tie — both models win 1 benchmarks each across 12 evaluated categories. See the detailed benchmark chart above for per-category results.
Ministral 3 3B generates tokens faster at 214 tok/s vs — tok/s. However, Ministral 3 3B has lower time-to-first-token (0.61s vs —s).
Choose based on your priorities: Sarvam 30B (high) for lower cost, both perform similarly on benchmarks, and Ministral 3 3B for faster generation. For latency-sensitive apps, check the TTFT comparison above.