Gemini 2.5 Pro Preview 05-06 vs Venice Qwen3-235B-A22B
Gemini 2.5 Pro Preview 05-06 (2025) and Venice Qwen3-235B-A22B (2026) are general-purpose language models from Google DeepMind and Alibaba. Gemini 2.5 Pro Preview 05-06 ships a 1M-token context window, while Venice Qwen3-235B-A22B ships a 256k-token context window. This comparison covers specs, pricing, capabilities, benchmarks, provider availability, and production fit. It focuses on practical selection signals rather than broad model-family marketing.
Venice Qwen3-235B-A22B is safer overall; choose Gemini 2.5 Pro Preview 05-06 when long-context analysis matters.
Specs
| Released | 2025-05-06 | 2026-02-25 |
| Context window | 1M | 256k |
| Parameters | — | 235B |
| Architecture | decoder only | - |
| License | Unknown | Open Source |
| Knowledge cutoff | - | - |
Pricing and availability
| Gemini 2.5 Pro Preview 05-06 | Venice Qwen3-235B-A22B | |
|---|---|---|
| Input price | $1.25/1M tokens | - |
| Output price | $10/1M tokens | - |
| Providers | - |
Capabilities
| Gemini 2.5 Pro Preview 05-06 | Venice Qwen3-235B-A22B | |
|---|---|---|
| Vision | ||
| Multimodal | ||
| Reasoning | ||
| Function calling | ||
| Tool use | ||
| Structured outputs | ||
| Code execution |
Benchmarks
No shared benchmark rows are currently sourced for this pair.
Deep dive
The capability footprint differs most on structured outputs: Gemini 2.5 Pro Preview 05-06. Both models share the core language-model surface, so the practical split is not just feature count. Use those differences to decide whether the page is about raw model quality, agentic coding support, multimodal ingestion, or predictable structured API behavior.
Pricing coverage is uneven: Gemini 2.5 Pro Preview 05-06 has $1.25/1M input tokens and Venice Qwen3-235B-A22B has no token price sourced yet. Provider availability is 1 tracked routes versus 0. Treat unknown pricing as an integration gap, then verify the route you will actually call before estimating production spend.
Choose Gemini 2.5 Pro Preview 05-06 when long-context analysis, larger context windows, and broader provider choice are central to the workload. Choose Venice Qwen3-235B-A22B when provider fit are more important. For production, rerun your own prompts through the exact provider, region, and tool stack you plan to ship. This keeps the decision grounded in measurable tradeoffs instead of brand-level assumptions. It also helps separate model capability from provider packaging, which can change cost and latency. For teams standardizing a stack, that distinction is often the difference between a benchmark win and a reliable deployment.
FAQ
Which has a larger context window, Gemini 2.5 Pro Preview 05-06 or Venice Qwen3-235B-A22B?
Gemini 2.5 Pro Preview 05-06 supports 1M tokens, while Venice Qwen3-235B-A22B supports 256k tokens. That gap matters most for long documents, large codebases, retrieval-heavy agents, and conversations where earlier context must remain visible.
Is Gemini 2.5 Pro Preview 05-06 or Venice Qwen3-235B-A22B open source?
Gemini 2.5 Pro Preview 05-06 is listed under Unknown. Venice Qwen3-235B-A22B is listed under Open Source. License labels affect whether you can self-host, redistribute weights, or rely only on hosted APIs, so confirm the upstream license before deployment.
Which is better for structured outputs, Gemini 2.5 Pro Preview 05-06 or Venice Qwen3-235B-A22B?
Gemini 2.5 Pro Preview 05-06 has the clearer documented structured outputs signal in this comparison. If structured outputs is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ.
Where can I run Gemini 2.5 Pro Preview 05-06 and Venice Qwen3-235B-A22B?
Gemini 2.5 Pro Preview 05-06 is available on OpenRouter. Venice Qwen3-235B-A22B is available on the tracked providers still being sourced. Provider coverage can affect latency, region availability, compliance posture, and fallback options.
When should I pick Gemini 2.5 Pro Preview 05-06 over Venice Qwen3-235B-A22B?
Venice Qwen3-235B-A22B is safer overall; choose Gemini 2.5 Pro Preview 05-06 when long-context analysis matters. If your workload also depends on long-context analysis, start with Gemini 2.5 Pro Preview 05-06; if it depends on provider fit, run the same evaluation with Venice Qwen3-235B-A22B.
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Last reviewed: 2026-04-24. Data sourced from public model cards and provider documentation.