claude-opus-4-8 vs gemini-3.1-pro-preview
Side-by-side comparison of claude-opus-4-8 and gemini-3.1-pro-preview: benchmarks, pricing, context window and capabilities. Both are accessible through Requesty's unified API. claude-opus-4-8 outperforms gemini-3.1-pro-preview on 4 of 7 shared benchmarks.
claude-opus-4-8
Input / 1M
$5.00
Output / 1M
$25.00
Context
1M
Model ID
anthropic/claude-opus-4-8
gemini-3.1-pro-preview
Input / 1M
$2.00
Output / 1M
$12.00
Context
1.0M
Model ID
google/gemini-3.1-pro-preview
Benchmark comparison
Intelligence Indexreasoning
claude-opus-4-847.8%
gemini-3.1-pro-preview36.7%
Coding Indexcoding
claude-opus-4-874.3%
gemini-3.1-pro-preview68.8%
GPQA Diamondreasoning
claude-opus-4-892.0%
gemini-3.1-pro-preview94.1%
Terminal-Bench Hardagentic
claude-opus-4-858.3%
gemini-3.1-pro-preview53.8%
τ²-Benchagentic
claude-opus-4-894.4%
gemini-3.1-pro-preview95.6%
SciCodecoding
claude-opus-4-854.4%
gemini-3.1-pro-preview58.7%
Humanity's Last Examreasoning
claude-opus-4-848.7%
gemini-3.1-pro-preview47.0%
Scores sourced from official model cards, Artificial Analysis, and public leaderboards. Benchmarks measure specific skills and don't capture every aspect of model quality.
Pricing & specifications
| claude-opus-4-8 | gemini-3.1-pro-preview | |
|---|---|---|
| Input price / 1M | $5.00 | $2.00 |
| Output price / 1M | $25.00 | $12.00 |
| Context window | 1M tokens | 1.0M tokens |
| Max output | 128K tokens | 66K tokens |
| Vision input | Yes | Yes |
| Tool calling | Yes | Yes |
| Reasoning | Yes | Yes |
| Prompt caching | Yes | Yes |
| Computer use | Yes | N/A |
| Provider | Anthropic PBC | Google LLC (Gemini API) |
Questions people ask
Is claude-opus-4-8 better than gemini-3.1-pro-preview?
claude-opus-4-8 outperforms gemini-3.1-pro-preview on 4 of 7 shared benchmarks. See the benchmark comparison above for specifics: claude-opus-4-8 and gemini-3.1-pro-preview have different strengths across reasoning, coding, math and multimodal tasks.
Which is cheaper, claude-opus-4-8 or gemini-3.1-pro-preview?
gemini-3.1-pro-preview is cheaper. claude-opus-4-8 costs $5.00/$25.00 per 1M input/output tokens, while gemini-3.1-pro-preview costs $2.00/$12.00.
Can I use claude-opus-4-8 and gemini-3.1-pro-preview through the same API?
Yes. Requesty provides a single OpenAI-compatible API that routes to both. Change just the "model" parameter to switch between "anthropic/claude-opus-4-8" and "google/gemini-3.1-pro-preview", no other code changes needed.
What are the context windows?
claude-opus-4-8 supports up to 1M tokens of context. gemini-3.1-pro-preview supports up to 1.0M tokens. Longer context means you can feed larger documents or codebases in a single prompt, though quality often degrades past 128K for most models.
Switch between claude-opus-4-8 and gemini-3.1-pro-preview with one line of code
Requesty provides a single OpenAI-compatible API for 600+ models. Change the model parameter, not your code.