Qwen3 Coder Next vs Gemini 3.1 Pro
Model Markets Rankings
Intelligence, Cost, and Efficiency
| Ranking | Qwen3-Coder-Next | Gemini 3.1 Pro |
|---|---|---|
| CostLower is better · Published-token output estimate | UnrankedNot in the 36-model eligible cohort | #22 of 36$0.161 per LiveBench case |
Ranks come from the current complete eligible cohorts. Green highlights appear only when both models are ranked in the same metric. Missing required inputs remain unranked, and the three dimensions are not collapsed into an overall winner.
Benchmark Performance
Available Benchmarks
Technical Differences
Side-by-Side Facts
| Field | Qwen3-Coder-Next | Gemini 3.1 Pro |
|---|---|---|
| Developer | Qwen | Google DeepMind |
| Family | Qwen3 Coder Next | Gemini 3 |
| Model | Qwen3-Coder-Next | Gemini 3.1 Pro |
| Version | Qwen3-Coder-Next | Gemini 3.1 Pro |
| Lifecycle | active | preview |
| Released | 2026-02-02 | Unknown |
| Knowledge cutoff | Unknown | Unknown |
| Input modalities | Text | Text, Image, Video, Audio, Document |
| Output modalities | Text | Text |
| Context window | 262K | 1,049K |
| Total parameters | 79.7B | Unknown |
| Active parameters | 3B | Unknown |
| License | apache-2.0 | Unknown |
| Open weights | Yes | No |
| API available | Yes | Yes |
| Self-hostable | Yes | No |
| Provider access | Hugging Face (Standard), Openrouter (Standard) | Google AI (Standard), Google Gemini (Standard) |
| Capabilities | chat, generation, tools | chat, generation, reasoning, tools |
13 comparable fields · 11 material differences · Pair passes the primary-source comparison gate
Qwen3 Coder Next Capabilities
Gemini 3.1 Pro Capabilities
Internal Comparison Graph
Related Comparisons
| A | Pair | B | Context |
|---|---|---|---|
Qwen3-Coder-NextQwen | vs |  GPT-6 AstraOpenAI | cross-developer peerstext |
Qwen3-Coder-NextQwen | vs | Claude Fable 5.1Anthropic | cross-developer peerstext |
Qwen3-Coder-NextQwen | vs |  DeepSeek-V4-ProDeepSeek | cross-developer peerstext |
Qwen3-Coder-NextQwen | vs | Grok 4.6xAI | cross-developer peerstext |
Qwen3-Coder-NextQwen | vs | Qwen3.8-MaxQwen | family variantstext |
Qwen3-Coder-NextQwen | vs |  Kimi-K3Moonshot AI | cross-developer peerstext |
 MiniMax-M3MiniMax | vs | Qwen3-Coder-NextQwen | cross-developer peerstext |
Qwen3-Coder-NextQwen | vs |  GLM-5.3Z.ai | cross-developer peerstext |
Qwen3-Coder-NextQwen | vs |  Hy4 previewTencent | cross-developer peerstext |
Qwen3-Coder-NextQwen | vs | Seed 2.1 ProByteDance Seed | cross-developer peerstext |
Qwen3-Coder-NextQwen | vs |  Mistral Large 3Mistral AI | cross-developer peerstext |
Qwen3-Coder-NextQwen | vs | cross-developer peerstext |
Primary Evidence
Sources and Freshness
Questions
Qwen3 Coder Next vs Gemini 3.1 Pro FAQs
Is Qwen3 Coder Next or Gemini 3.1 Pro better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both Qwen3 Coder Next and Gemini 3.1 Pro, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, Qwen3 Coder Next or Gemini 3.1 Pro?+
Qwen3 Coder Next is $0.12 and Gemini 3.1 Pro is $2.00 per million tokens, so Qwen3 Coder Next is cheaper on this metric. Qwen3 Coder Next is $0.80 and Gemini 3.1 Pro is $12.00 per million tokens, so Qwen3 Coder Next is cheaper on this metric.
Which has a larger context window, Qwen3 Coder Next or Gemini 3.1 Pro?+
Gemini 3.1 Pro has the larger sourced context window. Qwen3 Coder Next supports 262K and Gemini 3.1 Pro supports 1,049K.
Which performs better in benchmarks, Qwen3 Coder Next or Gemini 3.1 Pro?+
There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.
Can Qwen3 Coder Next or Gemini 3.1 Pro be self-hosted?+
Qwen3 Coder Next is the only model in this pair currently marked as self-hostable. Qwen3 Coder Next is open weight; Gemini 3.1 Pro is not marked open weight.
Can Qwen3 Coder Next and Gemini 3.1 Pro understand images?+
Qwen3 Coder Next is not documented with image input; Gemini 3.1 Pro is documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, Qwen3 Coder Next or Gemini 3.1 Pro?+
Neither has a larger sourced maximum output. Qwen3 Coder Next is — and Gemini 3.1 Pro is 66K.
Do Qwen3 Coder Next and Gemini 3.1 Pro support reasoning and tool use?+
Qwen3 Coder Next: tool calling. Gemini 3.1 Pro: reasoning, tool calling, and image input. Feature support does not establish relative quality.
Which is available from more inference providers, Qwen3 Coder Next or Gemini 3.1 Pro?+
Qwen3 Coder Next has 2 sourced provider routes; Gemini 3.1 Pro has 2, a tie.
Which offers better value, Qwen3 Coder Next or Gemini 3.1 Pro?+
There is no universal value winner. Compare the input and output prices above with the matched benchmark result for your workload: cheaper tokens can be offset by different quality, token usage, latency, or provider availability.