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Qwen: Qwen3 235B A22B Instruct 2507

qwen/qwen3-235b-a22b-2507

Model weights

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.

Modalities
In / out price
$0.09 / $0.55per 1M
Context
262K
Released
Jul 21, 2025
Knowledge cutoff
Jun 2025

Providers

Different companies host the same model. OpenRouter routes your request to one of them based on the routing mode you pick: Balanced (price + speed), Nitro (fastest), or Floor (cheapest).

Pricing

The average price customers actually pay for this model, next to the prices providers post. Caching and discounts mean the price actually paid is often well below the listed one.

Weighted average

Input
$0.09068/M tokens
Output
$0.6372/M tokens
Price history
No effective price data for this selection

Performance

Throughput is how fast the model writes (tokens per second — higher is better). Latency is total round-trip time (lower is better). TTFT is time-to-first-token — how long before you see anything appear (lower is better).

Throughput
46tok/s

P50, best across providers

Latency
0.35s

P50, best provider

AutoExacto benchmarks
GPQA DiamondTAU-BenchGoogle Vertex75.8%--Google Vertex75.2%--Nebius Token Factory74.1%44.7%DeepInfra72.3%44.8%Parasail73.9%41.7%auto-routing72.5%42.4%
+1 more providers

Uptime

Uptime is the percentage of the past 3 days that at least one provider was responding to requests. Availability is the percentage of time that inference was successfully served. OpenRouter continuously monitors and uses the next-best provider when one returns an error.

Uptime (3d)The model was reachable. Request routed to a provider.
100.00%
Availability (3d)The model returned inference from any provider. Errors and empty responses count against it.
99.58%

Availability over the last 3 days

Last 72 hours
Availability 99.58%
3 Days Ago2 Days AgoYesterdayNow

Availability over the last 24 hours

OpenRouter Availability
99.77%
Without Routing
97.82%

When an error occurs in an upstream provider, we can recover by routing to another healthy provider, if your request filters allow it. You can access per-provider uptime data programmatically through the Endpoints API. Learn more about our load balancing and provider routing options.

Benchmarks

Scores on standardized evaluations and this model’s own outputs on shared benchmark prompts. Higher percentages are better — and each rank shows where this model lands among the models evaluated on that source.

Benchmark score summary for Qwen: Qwen3 235B A22B Instruct 2507 (Artificial Analysis and Design Arena)
SourceBenchmarkScore
Artificial AnalysisQwen3 235B A22B 2507 Instruct GPQA Diamond75.3%
Artificial AnalysisQwen3 235B A22B 2507 Instruct HLE11.1%
Artificial AnalysisQwen3 235B A22B 2507 Instruct IFBench46.1%
Artificial AnalysisQwen3 235B A22B 2507 Instruct τ²-Bench Telecom33.3%
Artificial AnalysisQwen3 235B A22B 2507 Instruct AA-LCR33.9%
Artificial AnalysisQwen3 235B A22B 2507 Instruct CritPt0.0%
Artificial AnalysisQwen3 235B A22B 2507 Instruct LiveCodeBench52.4%
Artificial AnalysisQwen3 235B A22B 2507 Instruct Terminal-Bench Hard15.2%
Artificial AnalysisQwen3 235B A22B 2507 Instruct MMLU-Pro82.8%
Artificial AnalysisQwen3 235B A22B 2507 Instruct AIME 202571.7%
Artificial AnalysisQwen3 235B A22B 2507 Instruct AIME71.7%
Artificial AnalysisQwen3 235B A22B 2507 Instruct MATH-50098.0%
Design ArenaQwen3-235B-A22B-Instruct-2507 Models Arena 3D Elo974
Design ArenaQwen3-235B-A22B-Instruct-2507 Models Arena Code Categories Elo1028
Design ArenaQwen3-235B-A22B-Instruct-2507 Models Arena Data Visualization Elo1067
Design ArenaQwen3-235B-A22B-Instruct-2507 Models Arena Game Development Elo941
Design ArenaQwen3-235B-A22B-Instruct-2507 Models Arena UI Component Elo955
Design ArenaQwen3-235B-A22B-Instruct-2507 Models Arena Website Elo1050

Apps

Public apps that send the most traffic to this model. Good signal for what real production workloads look like — and a hint at which use cases this model is best suited for.

1.
8.47Btokens
2.
3.56Btokens
3.
Favicon for https://nousresearch.com
Hermes Agent
3.42Btokens
5.
2.38Btokens
Rest of OpenRouter
2.1B
Top 5 Apps
208M

Activity

Token volume and request traffic to this model over time.

API

Drop-in code to call this model. OpenRouter's API is OpenAI-compatible — most SDKs work by just swapping the base URL. The only thing that changes between models is the model slug below.

Not currently available through EU in-region routing. In-region routing docs

Frequently asked questions

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