OpenRouter model
Google: Gemini 2.5 Flash Lite
Gemini 2.5 Flash-Lite is a lightweight reasoning model in the Gemini 2.5 family, optimized for ultra-low latency and cost efficiency. It offers improved throughput, faster token generation, and better performance...
- Provider
- OpenRouter
- Availability
- Available
- Model ID
- google/gemini-2.5-flash-lite
- Snapshot
- 2026-10-07
Google: Gemini 2.5 Flash Lite Benchmarks & Agentic Accuracy
Verified primary research & developer preference metrics
What This Means in Real Software Development
- Ultra-fast 240 TPS throughput for instant responses.
- Priced at just $0.0375/M input and $0.15/M output.
- Scores 42.5% on SWE-bench Verified, capable of straightforward code repairs.
- Optimal for continuous background log analysis and session summarization.
Swarm Multi-Agent Topology
Best Paired With: Claude 3.7 Sonnet as Lead Planner
Near-zero cost and lightning throughput make it ideal for mass file searches and continuous monitoring.
Scans repository directories in read-only worktree sessions.
What Developers & Practitioners Are Saying
Real-world field observations, production strengths, and developer consensus
"Google's lowest-cost inference endpoint, optimized for classification, routing, and filtering."
Verified Real-World Strengths
- Rock-bottom pricing ($0.0375/M input)
- Rapid classification and router agent execution
- Minimal latency
Production Caveats & Gaps
- Not suitable for writing production code diffs
Primary Sources & Methodology Citations
- Gemini 2.5 Flash-Lite Overview — Google DeepMind (May 2025)
Google: Gemini 2.5 Flash Lite model overview
Google: Gemini 2.5 Flash Lite 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
- off
- Availability status
- Available
- Catalog ID
- openrouter/google/gemini-2.5-flash-lite
Run Google: Gemini 2.5 Flash Lite in Swarm
Verified CLI workflow & multi-agent architecture
swarm ctl model set --provider openrouter --model openrouter/google/gemini-2.5-flash-lite# Or switch interactively inside the terminal TUI:
/modelsSubagent Role Matrix
Assign Google: Gemini 2.5 Flash Lite 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.