Compare/Mistral Medium 3 vs Qwen3.5 35B A3B (Reasoning)

Mistral Medium 3vsQwen3.5 35B A3B (Reasoning)

Side-by-side comparison of pricing, 12 benchmarks, and generation speed.

Mistral

Mistral Medium 3

Input
$0.4/M
Output
$2/M
Speed
54 tok/s
TTFT
1.45s
Alibaba

Qwen3.5 35B A3B (Reasoning)

Input
$0.25/M
Output
$2/M
Speed
151 tok/s
TTFT
2.06s

Winner by Category

Cheaper
Qwen3.5 35B A3B (Reasoning)
Faster (tok/s)
Qwen3.5 35B A3B (Reasoning)
Lower Latency
Mistral Medium 3
Benchmarks (0-1)
Qwen3.5 35B A3B (Reasoning)

Pricing Comparison

MetricMistral Medium 3Qwen3.5 35B A3B (Reasoning)
Input ($/M tokens)$0.4$0.25
Output ($/M tokens)$2$2
Cost for 1M input + 100K output tokens:
Mistral Medium 3$0.60
Qwen3.5 35B A3B (Reasoning)$0.45

Speed Comparison

Output Speed (tokens/s) — higher is better
Mistral Medium 3
54 tok/s
Qwen3.5 35B A3B (Reasoning)
151 tok/s
Time to First Token (seconds) — lower is better
Mistral Medium 3
1.45s
Qwen3.5 35B A3B (Reasoning)
2.06s

Editorial Analysis

Verdict. Qwen3.5 35B A3B (Reasoning) takes the aggregate benchmark matchup 1–0 across 1 categories. Real workloads usually care about a handful of specific tasks — see the per-benchmark table above.

Pricing. Both models sit in the budget bracket for output-token pricing. At 1.0× the per-million-token cost, Qwen3.5 35B A3B (Reasoning) is meaningfully cheaper if your traffic is output-heavy (long completions, document generation, agent loops). Qwen3.5 35B A3B (Reasoning) makes more sense when output volume is low and absolute reasoning quality justifies the premium.

Strengths. Mistral Medium 3 is strongest on Intelligence Index (12.5). Qwen3.5 35B A3B (Reasoning) leads on Intelligence Index (29.9).

Speed. On throughput, Qwen3.5 35B A3B (Reasoning) generates tokens at 151 tok/s versus 54 tok/s — about 64% faster. On time-to-first-token, Mistral Medium 3 responds in 1450ms vs 2060ms, which matters most for chat-style UIs.

Provider. Mistral and Alibaba sell to overlapping but distinct developer audiences: Mistral tends to ship frontier reasoning models with premium positioning, while Alibaba 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): Mistral Medium 3 costs $42.00 ($504/year); Qwen3.5 35B A3B (Reasoning) costs $37.50 ($450/year). At a smaller 5M-input/2M-output scale (single-developer tool or prototype): Mistral Medium 3 ≈ $6.00/run, Qwen3.5 35B A3B (Reasoning) ≈ $5.25/run. At agent/realtime scale (200M input / 100M output per million requests): Mistral Medium 3 ≈ $280/run, Qwen3.5 35B A3B (Reasoning) ≈ $250/run. Qwen3.5 35B A3B (Reasoning) 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

  • On throughput, Qwen3.5 35B A3B (Reasoning) is 2.78× faster (151 tok/s vs 54 tok/s). For streaming chat or real-time agents this alone often flips the recommendation.

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
12.529.9
Coding Index
Math Index
GPQA Diamond
MMLU-Pro
LiveCodeBench
AIME 2025
MATH-500
Humanity's Last Exam
SciCode
IFBench
TerminalBench
Mistral Medium 30 wins
1 winsQwen3.5 35B A3B (Reasoning)

Frequently Asked Questions

Which is cheaper, Mistral Medium 3 or Qwen3.5 35B A3B (Reasoning)?

Qwen3.5 35B A3B (Reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.69/M tokens vs $0.80/M for Mistral Medium 3.

Which model performs better on benchmarks?

Qwen3.5 35B A3B (Reasoning) wins 1 out of 12 benchmarks compared to 0 for Mistral Medium 3. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Qwen3.5 35B A3B (Reasoning) generates tokens faster at 151 tok/s vs 54 tok/s. Mistral Medium 3 also has lower time-to-first-token (1.45s vs 2.06s).

When should I use Mistral Medium 3 vs Qwen3.5 35B A3B (Reasoning)?

Choose based on your priorities: Qwen3.5 35B A3B (Reasoning) for lower cost, Qwen3.5 35B A3B (Reasoning) for stronger benchmark performance, and Qwen3.5 35B A3B (Reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.