Compare/Qwen3 Coder Next vs MiniMax-M2.1

Qwen3 Coder NextvsMiniMax-M2.1

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

Alibaba

Qwen3 Coder Next

Input
$0.35/M
Output
$1.2/M
Speed
139 tok/s
TTFT
1.03s
MiniMax

MiniMax-M2.1

Input
$0.3/M
Output
$1.2/M
Speed
88 tok/s
TTFT
1.88s

Winner by Category

Cheaper
MiniMax-M2.1
Faster (tok/s)
Qwen3 Coder Next
Lower Latency
Qwen3 Coder Next
Benchmarks (1-1)
Tie

Pricing Comparison

MetricQwen3 Coder NextMiniMax-M2.1
Input ($/M tokens)$0.35$0.3
Output ($/M tokens)$1.2$1.2
Cost for 1M input + 100K output tokens:
Qwen3 Coder Next$0.47
MiniMax-M2.1$0.42

Speed Comparison

Output Speed (tokens/s) — higher is better
Qwen3 Coder Next
139 tok/s
MiniMax-M2.1
88 tok/s
Time to First Token (seconds) — lower is better
Qwen3 Coder Next
1.03s
MiniMax-M2.1
1.88s

Editorial Analysis

Verdict. Qwen3 Coder Next and MiniMax-M2.1 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, MiniMax-M2.1 is meaningfully cheaper if your traffic is output-heavy (long completions, document generation, agent loops). MiniMax-M2.1 makes more sense when output volume is low and absolute reasoning quality justifies the premium.

Strengths. Qwen3 Coder Next is strongest on Coding Index (36.2), Intelligence Index (21.3). MiniMax-M2.1 leads on Intelligence Index (32.1).

Speed. On throughput, Qwen3 Coder Next generates tokens at 139 tok/s versus 88 tok/s — about 37% faster. On time-to-first-token, Qwen3 Coder Next responds in 1030ms vs 1880ms, which matters most for chat-style UIs.

Provider. Alibaba and MiniMax sell to overlapping but distinct developer audiences: Alibaba tends to ship frontier reasoning models with premium positioning, while MiniMax 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): Qwen3 Coder Next costs $28.50 ($342/year); MiniMax-M2.1 costs $27.00 ($324/year). At a smaller 5M-input/2M-output scale (single-developer tool or prototype): Qwen3 Coder Next ≈ $4.15/run, MiniMax-M2.1 ≈ $3.90/run. At agent/realtime scale (200M input / 100M output per million requests): Qwen3 Coder Next ≈ $190/run, MiniMax-M2.1 ≈ $180/run. MiniMax-M2.1 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

  • Benchmark wins tie exactly at 1–1. The tiebreaker on raw benchmark parity will be price, speed, or capability coverage.
  • On throughput, Qwen3 Coder Next is 1.58× faster (139 tok/s vs 88 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
21.332.1
Coding Index
36.2
Math Index
GPQA Diamond
MMLU-Pro
LiveCodeBench
AIME 2025
MATH-500
Humanity's Last Exam
SciCode
IFBench
TerminalBench
Qwen3 Coder Next1 wins
1 winsMiniMax-M2.1

Frequently Asked Questions

Which is cheaper, Qwen3 Coder Next or MiniMax-M2.1?

MiniMax-M2.1 is cheaper overall. Its blended price (3:1 input/output ratio) is $0.53/M tokens vs $0.56/M for Qwen3 Coder Next.

Which model performs better on benchmarks?

It's a tie — both models win 1 benchmarks each across 12 evaluated categories. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Qwen3 Coder Next generates tokens faster at 139 tok/s vs 88 tok/s. Qwen3 Coder Next also has lower time-to-first-token (1.03s vs 1.88s).

When should I use Qwen3 Coder Next vs MiniMax-M2.1?

Choose based on your priorities: MiniMax-M2.1 for lower cost, both perform similarly on benchmarks, and Qwen3 Coder Next for faster generation. For latency-sensitive apps, check the TTFT comparison above.