Side-by-side comparison of pricing, 12 benchmarks, and generation speed.
| Metric | Gemini 3.7 Flash (high) | Gemini 3.7 Flash (medium) |
|---|---|---|
| Input ($/M tokens) | $0.75 | $0.75 |
| Output ($/M tokens) | $3.75 | $3.75 |
Verdict. Gemini 3.7 Flash (high) wins the overall benchmark matchup 2–0 across 2 overlapping categories, but raw benchmark score is only one input to the decision.
Pricing. Both models sit in the budget bracket for output-token pricing. At 1.0× the per-million-token cost, Gemini 3.7 Flash (medium) is meaningfully cheaper if your traffic is output-heavy (long completions, document generation, agent loops). Gemini 3.7 Flash (medium) makes more sense when output volume is low and absolute reasoning quality justifies the premium.
Strengths. Gemini 3.7 Flash (high) is strongest on Coding Index (76.1), Intelligence Index (56.0). Gemini 3.7 Flash (medium) leads on Coding Index (71.5), Intelligence Index (53.4).
Speed. Throughput is comparable — 323 tok/s vs 317 tok/s — so generation speed shouldn't drive your choice here. Look at the per-benchmark wins instead.
Provider. Both models come from the same vendor, so the choice comes down to which tier or generation fits your workload — not vendor lock-in.
Workload cost. Workload scenarios (per million requests at 30M input + 15M output tokens): Gemini 3.7 Flash (high) costs $78.75 ($945/year); Gemini 3.7 Flash (medium) costs $78.75 ($945/year). At a smaller 5M-input/2M-output scale (single-developer tool or prototype): Gemini 3.7 Flash (high) ≈ $11.25/run, Gemini 3.7 Flash (medium) ≈ $11.25/run. At agent/realtime scale (200M input / 100M output per million requests): Gemini 3.7 Flash (high) ≈ $525/run, Gemini 3.7 Flash (medium) ≈ $525/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.
Gemini 3.7 Flash (high) wins 2 out of 12 benchmarks compared to 0 for Gemini 3.7 Flash (medium). See the detailed benchmark chart above for per-category results.
Gemini 3.7 Flash (high) generates tokens faster at 323 tok/s vs 317 tok/s. However, Gemini 3.7 Flash (medium) has lower time-to-first-token (4.63s vs 15.15s).
Choose based on your priorities: both are similarly priced, Gemini 3.7 Flash (high) for stronger benchmark performance, and Gemini 3.7 Flash (high) for faster generation. For latency-sensitive apps, check the TTFT comparison above.