Qwen3 235B A22B Instruct 2507
qwen/qwen3-235b-a22b-2507Qwen3-235B-A22B-Instruct-2507 is a multilingual, instruction-tuned mixture-of-experts language model based on the Qwen3-235B architecture, with 22B active parameters per forward pass.
Standard pricing
Run this model at its standard rate. Cheap mode currently has no separate discount.
API routing ceilings, including your 5% Free-plan fee. Included usage applies first, then prepaid credits. Cached tokens and tools can have separate charges.
Other models with discounted rates
See all discounts →These are different models. Cheap mode may be slower; discounts compare each model’s own standard rate.
Choose how to use Qwen3 235B A22B Instruct 2507
Playground
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Model capabilities below describe the underlying model. Available playground features depend on its provider.
API
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A current API route is listed for this exact model. Gateway configuration is required for live calls.
Provider price + a transparent platform fee
| Rate | Provider baseline | Free plan · 5% fee | Paid plan · 4% fee |
|---|---|---|---|
| Input / 1M tokens | $0.14 | $0.147 | $0.1456 |
| Output / 1M tokens | $0.8 | $0.84 | $0.832 |
| API input / 1M tokens | $0.14 | $0.147 | $0.1456 |
| API output / 1M tokens | $0.8 | $0.84 | $0.832 |
Legacy chat image rates use the catalog baseline. The dedicated image playground shows separate estimates and settles the provider’s metered usage. API rates are current routing ceilings; final API charges use provider-reported cost plus your fee. Cheapest routing compares eligible OpenRouter and Cheaper Inference rates for the same model; savings are not guaranteed. Cached input or other provider charges may differ. Compare all model rates and verified discounts →
How your plan pays for usage
API and playground share one included allowance. Usage including the fee draws from that allowance first, then your prepaid credits. Plans bill monthly; included usage resets weekly: Free $1, Starter $5, Growth $25, Scale $50.
A $1 provider charge becomes $1.05 on Free or $1.04 on a paid plan before included usage is applied. Plan eligibility still applies in the playground.
Free models and limits
Zero-cost models stay $0, including the fee, and do not consume your dollar allowance. Free accounts can make 1,000 free-model API requests per calendar month, resetting in UTC. Admitted requests count even if the provider fails.
Free includes 20 API requests/minute and 6 playground messages/minute. Paid plans raise these limits. See plan limits.
Before a text API request, Gizmo temporarily reserves included usage and, if necessary, prepaid credit for the model’s full context plus your maximum output. Image jobs reserve twice their displayed estimate. Unused funds return after metering. This hold can exceed the final charge; unconfirmed usage remains marked pending.
Overview
Qwen3-235B-A22B-Instruct-2507 is a multilingual, instruction-tuned mixture-of-experts language model based on the Qwen3-235B architecture, with 22B active parameters per forward pass. It is optimized for general-purpose text generation, including instruction following, logical reasoning, math, code, and tool usage. The model supports a native 262K context length and does not implement "thinking mode" (<think> blocks).
Compared to its base variant, this version delivers significant gains in knowledge coverage, long-context reasoning, coding benchmarks, and alignment with open-ended tasks. It is particularly strong on multilingual understanding, math reasoning (e.g., AIME, HMMT), and alignment evaluations like Arena-Hard and WritingBench.
Benchmarks
Design Arena head-to-head, human-voted
| Category | Elo | Win rate | Rank |
|---|---|---|---|
| Data viz | 1086 | 49% | #93 |
| 3D scenes | 1023 | 41.1% | #99 |
| Code | 1055 | 42.6% | #100 |
| Websites | 1071 | 43.6% | #100 |
| UI components | 984 | 38.4% | #104 |
| Game dev | 976 | 35% | #112 |
Performance from the model card
| Deepseek-V3-0324 | GPT-4o-0327 | Claude Opus 4 Non-thinking | Kimi K2 | Qwen3-235B-A22B Non-thinking | Qwen3-235B-A22B-Instruct-2507 | |
|---|---|---|---|---|---|---|
| Knowledge | ||||||
| MMLU-Pro | 81.2 | 79.8 | 86.6 | 81.1 | 75.2 | 83.0 |
| MMLU-Redux | 90.4 | 91.3 | 94.2 | 92.7 | 89.2 | 93.1 |
| GPQA | 68.4 | 66.9 | 74.9 | 75.1 | 62.9 | 77.5 |
| SuperGPQA | 57.3 | 51.0 | 56.5 | 57.2 | 48.2 | 62.6 |
| SimpleQA | 27.2 | 40.3 | 22.8 | 31.0 | 12.2 | 54.3 |
| CSimpleQA | 71.1 | 60.2 | 68.0 | 74.5 | 60.8 | 84.3 |
| Reasoning | ||||||
| AIME25 | 46.6 | 26.7 | 33.9 | 49.5 | 24.7 | 70.3 |
| HMMT25 | 27.5 | 7.9 | 15.9 | 38.8 | 10.0 | 55.4 |
| ARC-AGI | 9.0 | 8.8 | 30.3 | 13.3 | 4.3 | 41.8 |
| ZebraLogic | 83.4 | 52.6 | - | 89.0 | 37.7 | 95.0 |
| LiveBench 20241125 | 66.9 | 63.7 | 74.6 | 76.4 | 62.5 | 75.4 |
| Coding | ||||||
| LiveCodeBench v6 (25.02-25.05) | 45.2 | 35.8 | 44.6 | 48.9 | 32.9 | 51.8 |
| MultiPL-E | 82.2 | 82.7 | 88.5 | 85.7 | 79.3 | 87.9 |
| Aider-Polyglot | 55.1 | 45.3 | 70.7 | 59.0 | 59.6 | 57.3 |
| Alignment | ||||||
| IFEval | 82.3 | 83.9 | 87.4 | 89.8 | 83.2 | 88.7 |
| Arena-Hard v2* | 45.6 | 61.9 | 51.5 | 66.1 | 52.0 | 79.2 |
| Creative Writing v3 | 81.6 | 84.9 | 83.8 | 88.1 | 80.4 | 87.5 |
| WritingBench | 74.5 | 75.5 | 79.2 | 86.2 | 77.0 | 85.2 |
| Agent | ||||||
| BFCL-v3 | 64.7 | 66.5 | 60.1 | 65.2 | 68.0 | 70.9 |
Capabilities
Sampling controls: temperature, top_p, top_k, min_p, max_tokens, frequency_penalty, presence_penalty, repetition_penalty.
Pricing on Gizmo
These are provider baseline rates before Gizmo’s 5% Free-plan or 4% paid-plan fee. Your included usage covers charges first; overage uses prepaid credits. See the fee-inclusive comparison above.
Provider baseline rates
- Input
- $0.14 / 1M
- Output
- $0.8 / 1M
Examples before the platform fee
- Typical chat turn
- $0.00068 2k in · 500 out
- $1 of input
- ≈ 7.14M tokens
- $1 of output
- ≈ 1.25M tokens
- Full context, once
- $0.0367
Providers and pricing
One way to run Qwen3 235B A22B Instruct 2507 on Gizmo.
| Provider | Route | Input / 1M | Output / 1M | Context | Uptime 24h |
|---|---|---|---|---|---|
| Parasail · fp8Lowest price | OpenRouter | $0.14 | $0.80 | 131k | 100% |
Rates are each provider’s, per million tokens, before Gizmo’s 5% (Free) or 4% (paid) fee. “Cheapest” routing starts at the top of this list; “Fastest” starts with the model’s maker.
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