Which is cheaper, Pixtral-12B or Qwen3 VL 235B A22B Instruct?
As of August 25, 2026, Pixtral-12B is 83% cheaper on blended LLM API pricing. Pixtral-12B costs $0.15 per million input tokens and $0.15 per million output tokens ($0.30 blended 1M-in + 1M-out). Qwen3 VL 235B A22B Instruct costs $0.30 / $1.49 per million tokens ($1.79 blended). Sources: https://docs.mistral.ai/platform/pricing/ and https://bailian.console.aliyun.com/. The cheapest LLM for your app still depends on how many output tokens you generate.
How much does Pixtral-12B vs Qwen3 VL 235B A22B Instruct cost per million tokens?
Pixtral-12B Mistral API pricing is $0.15 input and $0.15 output per million tokens via Mistral AI. Qwen3 VL 235B A22B Instruct Qwen API pricing is $0.30 input and $1.49 output per million tokens via Qwen. Use those four numbers, not ChatGPT Plus or Claude Pro subscription prices, when you are comparing APIs.
Which is better for coding, Pixtral-12B or Qwen3 VL 235B A22B Instruct?
Pixtral-12B has a published HumanEval score of 72%. Qwen3 VL 235B A22B Instruct does not have that eval on this page yet.
What is the context window for Pixtral-12B vs Qwen3 VL 235B A22B Instruct?
Pixtral-12B supports a 128K token context window, while Qwen3 VL 235B A22B Instruct supports 262K tokens. Qwen3 VL 235B A22B Instruct offers a larger context window. Filling a larger window bills more input tokens, so the cheaper-per-million model can still cost more on long documents.
Which model performs better on benchmarks, Pixtral-12B or Qwen3 VL 235B A22B Instruct?
Qwen3 VL 235B A22B Instruct leads on 2 of 3 shared benchmarks versus Pixtral-12B's 1 wins. Check the comparison table for GPQA Diamond, SWE-bench, MMLU, HLE, and the other evals we track. Token price and benchmark score together are the usual LLM comparison, not either number alone.
Is Pixtral-12B or Qwen3 VL 235B A22B Instruct better for production use?
Both Pixtral-12B and Qwen3 VL 235B A22B Instruct are production API models. For cost-sensitive production traffic, Pixtral-12B has better economics on the blended 1M-in + 1M-out scale. For maximum capability, weight the benchmark table for your domain. Many production stacks route cheap models for drafts and a frontier model for the hard turn, which is usually cheaper than sending everything to the expensive API.
Can I switch between Pixtral-12B and Qwen3 VL 235B A22B Instruct in my app?
Yes. Call Pixtral-12B through Mistral AI and Qwen3 VL 235B A22B Instruct through Qwen with separate API keys, or through a gateway that already wraps both. Keep prompts in tokens, not characters, when you estimate the invoice. AnotherWrapper templates can swap providers without rewriting auth and billing.
How accurate is this Pixtral-12B vs Qwen3 VL 235B A22B Instruct pricing data?
List rates are the latest published Mistral API pricing and Qwen API pricing, quoted per million tokens. Official rate sheets: https://docs.mistral.ai/platform/pricing/ and https://bailian.console.aliyun.com/. Prompt caching, batch APIs, and committed-use discounts can change the invoice. Benchmark scores are from official publications and independent evals, updated as new numbers land.
What is the output token limit for Pixtral-12B and Qwen3 VL 235B A22B Instruct?
Pixtral-12B supports up to 8K output tokens per request, while Qwen3 VL 235B A22B Instruct supports up to 262K output tokens. Output tokens are usually the expensive half of API pricing, so a higher max output cap is a capability, not a discount.
Which model has better throughput, Pixtral-12B or Qwen3 VL 235B A22B Instruct?
Pixtral-12B has a measured throughput of approximately 0.1 tokens/second. Throughput data for Qwen3 VL 235B A22B Instruct is not yet available. Throughput (tokens per second) and time-to-first-token are why two models with the same per-million-token price can still feel different in chat and agents.
How do I switch the models in this Pixtral-12B vs Qwen3 VL 235B A22B Instruct comparison?
Use the model pickers at the top of this LLM comparison. Search any model in the index and the URL updates. Open Pixtral-12B or Qwen3 VL 235B A22B Instruct from the sidebar for the single-model API pricing page, or go back to the LLM pricing table to sort by cheapest blended cost.
