Qwen3 Coder Next

By Alibaba · released 2026-02-03 (7 months) · snapshot 2026-09-30

Off the frontierNot on frontier at launch dayopen weights
Intelligence index
9.20
Cost to run the AA index
$476
Price per 1M tokens (in / out)
$0.35 / $1.20
End-to-end time
5.68s
Better than…

Is Qwen3 Coder Next on the Pareto frontier, and what beats it?

Off the frontier

No. GPT-6.1 Sol (medium) is at least as smart for the same money or less.

Next step up: GPT-6.1 Sol (high), smarter but dearer.

#ModelCreatorIntelligenceTotal costE2E totalOpenReleasedFrontier
1Qwen3 Coder NextAlibaba9.20$4765.68s2026-02-03
2GPT-6.1 Sol (medium)OpenAI47.80$36113.7s2026-09-29Frontier
3GPT-6.1 Sol (high)OpenAI50.20$52165.3s2026-09-29Frontier
At a glance

Qwen3 Coder Next today

Time to first answer1.23s
Output speed112 tok/s
Input modalitiesText
0204060$10$20$50$100$200$500$1k$2k$5k$10k$20kCost to run the Artificial Analysis Intelligence Index (USD, log scale)Intelligence IndexApodex 1.1 (Apodex): intelligence 26.40, $939Celeris-1 (Celeris): intelligence 6.30, $60.0Claude 4.5 Haiku (Reasoning) (Anthropic): intelligence 16.90, $594Claude 4.5 Sonnet (Reasoning) (Anthropic): intelligence 20.70, $1501Claude Fable 5 (Adaptive Reasoning, Max Effort, Opus 4.8 Fallback) (Anthropic): intelligence 49.60, $11161Claude Fable 5.1 (Adaptive Reasoning, High Effort, Default Fallback) (Anthropic): intelligence 51.20, $5242Claude Fable 5.1 (Adaptive Reasoning, Low Effort, Default Fallback) (Anthropic): intelligence 46.80, $3158Claude Fable 5.1 (Adaptive Reasoning, Max Effort, Default Fallback) (Anthropic): intelligence 53.40, $13129Claude Fable 5.1 (Adaptive Reasoning, Medium Effort, Default Fallback) (Anthropic): intelligence 48.90, $3983Claude Fable 5.1 (Adaptive Reasoning, Xhigh Effort, Default Fallback) (Anthropic): intelligence 53.20, $9063Claude Opus 4.8 (Adaptive Reasoning, Max Effort) (Anthropic): intelligence 41.80, $6874Claude Opus 5 (Adaptive Reasoning, High Effort) (Anthropic): intelligence 48.10, $4332Claude Opus 5 (Adaptive Reasoning, Low Effort) (Anthropic): intelligence 39.40, $1561Claude Opus 5 (Adaptive Reasoning, Max Effort) (Anthropic): intelligence 50.80, $7275Claude Opus 5 (Adaptive Reasoning, Medium Effort) (Anthropic): intelligence 44.80, $2732Claude Opus 5 (Adaptive Reasoning, Xhigh Effort) (Anthropic): intelligence 49.70, $5868Claude Opus 5.5 (Adaptive Reasoning, Low Effort, Default Fallback) (Anthropic): intelligence 42.30, $860Claude Opus 5.5 (Adaptive Reasoning, Medium Effort, Default Fallback) (Anthropic): intelligence 51.20, $1627Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort) (Anthropic): intelligence 30.10, $4925Claude Sonnet 5 (Adaptive Reasoning, High Effort) (Anthropic): intelligence 31.70, $2086Claude Sonnet 5 (Adaptive Reasoning, Low Effort) (Anthropic): intelligence 24.30, $653Claude Sonnet 5 (Adaptive Reasoning, Max Effort) (Anthropic): intelligence 38.20, $6998Claude Sonnet 5 (Adaptive Reasoning, Medium Effort) (Anthropic): intelligence 28.10, $1218Claude Sonnet 5 (Adaptive Reasoning, Xhigh Effort) (Anthropic): intelligence 34.40, $3255Claude Sonnet 5.5 (Adaptive Reasoning, High Effort, Default Fallback) (Anthropic): intelligence 46.70, $1176Claude Sonnet 5.5 (Adaptive Reasoning, Max Effort, Default Fallback) (Anthropic): intelligence 56.00, $8977Claude Sonnet 5.5 (Adaptive Reasoning, Medium Effort, Default Fallback) (Anthropic): intelligence 40.70, $701Claude Sonnet 5.5 (Adaptive Reasoning, Xhigh Effort, Default Fallback) (Anthropic): intelligence 51.90, $2738DeepSeek R1 (Jan '25) (DeepSeek): intelligence 11.40, $461DeepSeek V3 (Dec '24) (DeepSeek): intelligence 8.50, $25.4DeepSeek V3 0324 (DeepSeek): intelligence 9.70, $19.2DeepSeek V4 Flash 0420 (Reasoning, High Effort) (DeepSeek): intelligence 24.40, $144DeepSeek V4 Flash 0420 (Reasoning, Max Effort) (DeepSeek): intelligence 24.20, $179DeepSeek V4 Flash 0731 (Reasoning, Max Effort) (DeepSeek): intelligence 34.30, $474DeepSeek V4 Flash Vision (Reasoning, Max Effort) (DeepSeek): intelligence 34.80, $445DeepSeek V4 Pro 0424 (Reasoning, Max Effort) (DeepSeek): intelligence 30.40, $277DeepSeek V4 Pro 0813 (Non-reasoning) (DeepSeek): intelligence 20.40, $566DeepSeek V4 Pro 0813 (Reasoning, Max Effort) (DeepSeek): intelligence 36.00, $1122DeepSeek V4.1 Flash (Non-Reasoning) (DeepSeek): intelligence 24.70, $156DeepSeek V4.1 Flash (Reasoning, Max Effort) (DeepSeek): intelligence 39.50, $477Gemini 2.5 Pro (Google): intelligence 16.10, $707Gemini 3.1 Flash-Lite (Google): intelligence 15.60, $119Gemini 3.1 Pro Preview (Google): intelligence 29.70, $1310Gemini 3.5 Flash (high) (Google): intelligence 32.60, $2172Gemini 3.5 Flash-Lite (Google): intelligence 22.20, $267Gemini 3.6 Flash (high) (Google): intelligence 34.00, $1037Gemini 3.7 Flash (high) (Google): intelligence 39.10, $1084Gemini 3.8 Flash (high) (Google): intelligence 40.90, $1623Gemini 3.8 Flash (medium) (Google): intelligence 39.80, $1100GLM 5.3 Flash (Z AI): intelligence 41.80, $280GLM-5.1 (Reasoning) (Z AI): intelligence 26.10, $1487GLM-5.2 (max) (Z AI): intelligence 33.70, $2097GLM-5.3 (low) (Z AI): intelligence 34.30, $1013GLM-5.3 (max) (Z AI): intelligence 44.80, $2503GPT-5 mini (high) (OpenAI): intelligence 16.80, $189GPT-5.4 mini (xhigh) (OpenAI): intelligence 24.10, $1524GPT-5.4 nano (xhigh) (OpenAI): intelligence 20.70, $331GPT-5.5 (high) (OpenAI): intelligence 37.00, $3411GPT-5.5 (medium) (OpenAI): intelligence 33.80, $2095GPT-5.5 (xhigh) (OpenAI): intelligence 38.40, $5294GPT-5.5 Instant (June 2026) (OpenAI): intelligence 26.00, $1184GPT-5.6 Luna (high) (OpenAI): intelligence 32.10, $108GPT-5.6 Luna (max) (OpenAI): intelligence 37.30, $320GPT-5.6 Luna (medium) (OpenAI): intelligence 25.00, $44.3GPT-5.6 Luna (Non-reasoning) (OpenAI): intelligence 15.50, $23.0GPT-5.6 Luna (xhigh) (OpenAI): intelligence 34.60, $179GPT-5.6 Sol (high) (OpenAI): intelligence 42.30, $1487GPT-5.6 Sol (low) (OpenAI): intelligence 33.50, $637GPT-5.6 Sol (max) (OpenAI): intelligence 47.00, $3465GPT-5.6 Sol (medium) (OpenAI): intelligence 39.20, $997GPT-5.6 Sol (xhigh) (OpenAI): intelligence 44.00, $2082GPT-5.6 Terra (high) (OpenAI): intelligence 34.20, $768GPT-5.6 Terra (low) (OpenAI): intelligence 27.50, $350GPT-5.6 Terra (max) (OpenAI): intelligence 42.10, $2501GPT-5.6 Terra (medium) (OpenAI): intelligence 30.10, $447GPT-5.6 Terra (Non-reasoning) (OpenAI): intelligence 20.80, $256GPT-5.6 Terra (xhigh) (OpenAI): intelligence 38.00, $1187GPT-6 Astra (high) (OpenAI): intelligence 50.90, $2925GPT-6 Astra (low) (OpenAI): intelligence 45.80, $1537GPT-6 Astra (max) (OpenAI): intelligence 52.70, $5324GPT-6 Astra (medium) (OpenAI): intelligence 49.60, $2434GPT-6 Astra (xhigh) (OpenAI): intelligence 52.40, $3803GPT-6 Luna (max) (OpenAI): intelligence 37.30, $122GPT-6 Luna (Non-reasoning) (OpenAI): intelligence 18.30, $19.4GPT-6 Sol (high) (OpenAI): intelligence 42.80, $610GPT-6 Sol (low) (OpenAI): intelligence 33.90, $268GPT-6 Sol (max) (OpenAI): intelligence 47.50, $1546GPT-6 Sol (medium) (OpenAI): intelligence 39.80, $416GPT-6 Sol (Non-reasoning) (OpenAI): intelligence 28.10, $449GPT-6 Sol (xhigh) (OpenAI): intelligence 44.10, $860GPT-6.1 Sol (low) (OpenAI): intelligence 42.10, $250gpt-oss-120b (high) (OpenAI): intelligence 11.60, $122gpt-oss-20b (high) (OpenAI): intelligence 9.00, $31.4Granite 4.2 3B (IBM): intelligence 9.10, $14.9Granite 4.2 8B (IBM): intelligence 11.10, $53.1Grok 4.3 (high) (SpaceXAI): intelligence 24.90, $363Grok 4.3 (Non-reasoning) (SpaceXAI): intelligence 14.00, $250Grok 4.5 (high) (SpaceXAI): intelligence 38.80, $1404Grok 4.6 (high) (SpaceXAI): intelligence 44.30, $2352Grok 4.6 (low) (SpaceXAI): intelligence 35.10, $761Grok 4.6 (medium) (SpaceXAI): intelligence 42.80, $1937Grok 4.6 (xhigh) (SpaceXAI): intelligence 44.20, $2830Grok 4.7 (high) (SpaceXAI): intelligence 46.30, $3881Grok 4.7 (xhigh) (SpaceXAI): intelligence 46.40, $4967Hy3 (Tencent): intelligence 25.30, $150Inkling Small (Thinking Machines): intelligence 25.70, $241Kimi K2.6 (Kimi): intelligence 27.00, $1528Kimi K2.7 Code (Kimi): intelligence 25.80, $993Kimi K3 (low) (Kimi): intelligence 30.10, $1190Kimi K3 (max) (Kimi): intelligence 43.60, $3658LongCat 2.0 (LongCat): intelligence 19.10, $221Mercury 2.5 (Inception): intelligence 12.30, $218MiMo-V2.5-Pro (Xiaomi): intelligence 26.00, $138MiniMax-M3 (MiniMax): intelligence 29.20, $538Ministral 3 14B (Mistral): intelligence 6.00, $37.6Ministral 3 3B (Mistral): intelligence 4.80, $12.2Ministral 3 8B (Mistral): intelligence 5.50, $27.5Mistral Large 3 (Mistral): intelligence 9.30, $46.4Mistral Medium 3.5 (Mistral): intelligence 14.20, $1264Mistral Small 3.1 (Mistral): intelligence 7.10, $38.1Mistral Small 4 (Reasoning) (Mistral): intelligence 11.30, $42.5Muse Glimmer (high) (Meta): intelligence 17.50, $149Muse Spark 1.1 (xhigh) (Meta): intelligence 33.70, $1737Muse Spark 1.2 (xhigh) (Meta): intelligence 39.60, $1385Muse Spark 1.3 (max) (Meta): intelligence 48.10, $2000Muse Spark 1.3 (xhigh) (Meta): intelligence 45.10, $1655Nemotron 3 Super 120B A12B (Reasoning) (NVIDIA): intelligence 12.80, $1319Nemotron 3 Ultra 550B A55B (Reasoning) (NVIDIA): intelligence 22.90, $805Nemotron 3.5 Lightning (NVIDIA): intelligence 12.90, $114NVIDIA Nemotron 3 Nano 30B A3B (Reasoning) (NVIDIA): intelligence 8.90, $63.7Quasar 438B (max, based on GLM-5.2) (Multiverse Computing): intelligence 26.70, $2504Qwen3 235B A22B 2507 (Reasoning) (Alibaba): intelligence 12.70, $235Qwen3 30B A3B 2507 (Reasoning) (Alibaba): intelligence 9.80, $188Qwen3.5 122B A10B (Reasoning) (Alibaba): intelligence 15.60, $661Qwen3.5 397B A17B (Reasoning) (Alibaba): intelligence 18.40, $941Qwen3.5 9B (Reasoning) (Alibaba): intelligence 11.20, $329Qwen3.6 27B (Reasoning) (Alibaba): intelligence 21.40, $1145Qwen3.6 35B A3B (Reasoning) (Alibaba): intelligence 18.20, $896Qwen3.7 Max (Alibaba): intelligence 29.50, $2277Qwen3.7 Plus (Alibaba): intelligence 25.20, $428Qwen3.8 2.4T A95B (Alibaba): intelligence 39.90, $2633Qwen3.8 27B (low) (Alibaba): intelligence 26.20, $1060Qwen3.8 27B (medium) (Alibaba): intelligence 27.60, $1165Qwen3.8 27B (Non-reasoning) (Alibaba): intelligence 20.20, $2022Qwen3.8 27B (xhigh) (Alibaba): intelligence 33.70, $1336Qwen3.8 Max (Alibaba): intelligence 40.20, $3172Qwen3.8 Max (0902) (Alibaba): intelligence 45.40, $4935Qwen3.8-Flash-Next (Alibaba): intelligence 39.80, $363Ring-2.6-1T (InclusionAI): intelligence 16.60, $576Solar Pro 3 (Upstage): intelligence 7.80, $159Step 5 Preview (StepFun): intelligence 43.70, $929Trinity Large Thinking (Arcee AI): intelligence 10.80, $233GPT-6 Luna (low) (OpenAI): intelligence 20.90, $10.6GPT-5.6 Luna (low) (OpenAI): intelligence 21.00, $27.0GPT-6 Luna (medium) (OpenAI): intelligence 29.50, $31.4GPT-6 Luna (high) (OpenAI): intelligence 32.10, $47.9GPT-6 Luna (xhigh) (OpenAI): intelligence 33.90, $66.6MiMo-V2.6-Flash (Xiaomi): intelligence 37.90, $109MiMo-V2.6-Pro (Xiaomi): intelligence 46.30, $207GPT-6.1 Sol (medium) (OpenAI): intelligence 47.80, $361GPT-6.1 Sol (high) (OpenAI): intelligence 50.20, $521GPT-6.1 Sol (xhigh) (OpenAI): intelligence 51.00, $662GPT-6.1 Sol (max) (OpenAI): intelligence 51.80, $1082Claude Opus 5.5 (Adaptive Reasoning, High Effort, Default Fallback) (Anthropic): intelligence 53.60, $2172Claude Opus 5.5 (Adaptive Reasoning, Xhigh Effort, Default Fallback) (Anthropic): intelligence 56.00, $4057Claude Opus 5.5 (Adaptive Reasoning, Max Effort, Default Fallback) (Anthropic): intelligence 57.60, $8708Qwen3 Coder Next (Alibaba): intelligence 9.20, $476Qwen3 Coder NextGPT-6 Luna (low)GPT-6.1 Sol (medium)GPT-6.1 Sol (high)Claude Opus 5.5 (max)
Qwen3 Coder NextSame release, other effort levelsToday's Pareto frontierOpen-weights frontierEvery other model
Up and left is better. Dotted line: today's Pareto frontier. Hover a point for its numbers, click it for its page.

Intelligence: Artificial Analysis Intelligence Index. Cost: total cost to run that benchmark, so reasoning tokens count. API id: qwen3-coder-next.

Matchup

Compare head to head

Suggested: what beats it, its effort levels, and frontier models near its price.

Release

What the Qwen3 Coder Next release did to the frontier on 2026-02-03

None of its 1 effort levels reached the frontier at launch.

Closest miss: Qwen3 Coder Next, 0.5 points below DeepSeek V3 0324 at 24.8× the cost.

Deciding

Should you use Qwen3 Coder Next?

Should you use Qwen3 Coder Next?

Only when it fits your setup: GPT-6.1 Sol (medium) is at least as smart for the same money or less, so Qwen3 Coder Next is off the value frontier today.

What is better and cheaper than Qwen3 Coder Next?

GPT-6.1 Sol (medium) — at least as smart for the same money or less.

How much does Qwen3 Coder Next cost?

$0.35/$1.20 in/out per 1M tokens, and $476 to run the full Artificial Analysis Intelligence Index, the honest all-in number for reasoning models.

Is Qwen3 Coder Next on the Pareto frontier?

No: GPT-6.1 Sol (medium) beats it on intelligence, cost, or both.

Frontier membership by axis pair

Other axis pairs where Qwen3 Coder Next is Pareto-optimal.

Y axisX axisOn the frontier
AA intelligence indexAA total cost to run (USD)
AA intelligence indexEnd-to-end total seconds
AA intelligence indexOutput speed tokens/sec
Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/models/qwen3-coder-next · Markdown: /api/v1/models/qwen3-coder-next?format=md · llms.txt · agent skill