OpenRouter model
Google: Gemini 2.5 Pro
Gemini 2.5 Pro is Google’s state-of-the-art AI model designed for advanced reasoning, coding, mathematics, and scientific tasks. It employs “thinking” capabilities, enabling it to reason through responses with enhanced accuracy...
- Provider
- OpenRouter
- Availability
- Available
- Model ID
- google/gemini-2.5-pro
- Snapshot
- 2026-10-07
Google: Gemini 2.5 Pro Benchmarks & Agentic Accuracy
Verified primary research & developer preference metrics
What This Means in Real Software Development
- Industry-leading 2M token context window ingests entire repositories and full runtime traces.
- Scores 63.8% on SWE-bench Verified with native tool use and multi-step deduction.
- 76.5% on AIME 2024 and 68.2% on GPQA Diamond prove strong analytical and STEM capabilities.
- Very competitive $1.25/M input pricing for a massive-context frontier model.
Swarm Multi-Agent Topology
Best Paired With: Gemini 3.8 Flash for subagent execution
The best model when planning tasks across massive repositories where the entire dependency graph must fit in context.
Plans task program barrier stages that subagents implement inside separate worktrees.
What Developers & Practitioners Are Saying
Real-world field observations, production strengths, and developer consensus
"Google's reliable workhorse for massive context and multimodal reasoning. Unmatched 1M+ token window allows feeding entire codebases without chunking."
Verified Real-World Strengths
- Industry-leading 1M token context window with high recall
- Low pricing ($1.25/M input) with 75% prompt caching discount
- Strong multi-language comprehension and documentation synthesis
Production Caveats & Gaps
- Can be overly chatty and apologetic on errors
- SWE-bench score (44.0%) trails Claude 3.7 Sonnet and o3
- Diffs can occasionally include markdown fences inside code blocks
Primary Sources & Methodology Citations
- Gemini 2.5 Pro Technical Documentation — Google DeepMind (May 2025)
Google: Gemini 2.5 Pro model overview
Google: Gemini 2.5 Pro is listed in the public Swarm catalog through OpenRouter. This page summarizes the verified catalog fields used by Swarm without claiming real-time access for every provider account.
- Provider
- OpenRouter
- Family
- OpenRouter
- Context window
- 1.05M tokens
- Thinking support
- Not supported
- Availability status
- Available
- Catalog ID
- openrouter/google/gemini-2.5-pro
Run Google: Gemini 2.5 Pro in Swarm
Verified CLI workflow & multi-agent architecture
swarm ctl model set --provider openrouter --model openrouter/google/gemini-2.5-pro# Or switch interactively inside the terminal TUI:
/modelsSubagent Role Matrix
Assign Google: Gemini 2.5 Pro to specialized system roles in ~/.swarm/config.json:
- Primary / Planner: Orchestrates full task DAGs and multi-stage pipelines.
- Coder Subagent: Generates code and unit tests inside private Git worktrees.
- Finder Subagent: Performs read-only code search, symbol discovery, and mapping.
Public catalog snapshot. Catalog availability is not a real-time provider status or an access guarantee.