OpenRouter model
Google: Gemini 3.7 Flash
Gemini 3.7 Flash is a multimodal model from Google for fast agentic workflows, coding, and complex multi-step reasoning. It is designed for tasks that require responsive performance and reliable multi-step...
- Provider
- OpenRouter
- Availability
- Available
- Model ID
- google/gemini-3.7-flash
- Snapshot
- 2026-10-07
Google: Gemini 3.7 Flash Benchmarks & Agentic Accuracy
Verified primary research & developer preference metrics
What This Means in Real Software Development
- 67.1% on SWE-bench Verified.
- Large 1M token context window processes full build logs, unit test failures, and AST symbol tables simultaneously.
- Scores 81.5% on AIME 2024, proving strong deductive logic for complex logic fixes.
- Extremely economical $0.15/M input pricing.
Swarm Multi-Agent Topology
Best Paired With: Claude 3.7 Sonnet as Lead Planner
High execution velocity and low pricing enable deploying parallel workers across separate worktrees.
Runs build, lint, and test validation across isolated Git worktrees concurrently.
What Developers & Practitioners Are Saying
Real-world field observations, production strengths, and developer consensus
"Predecessor to 3.8 Flash, still widely used for high-throughput API endpoints and batch summarization."
Verified Real-World Strengths
- Fast inference speed
- Very low operational costs
- Solid general code comprehension
Production Caveats & Gaps
- Slightly lower tool-calling precision than 3.8 Flash
Primary Sources & Methodology Citations
- Gemini 3.7 Flash Technical Report — Google DeepMind (January 2026)
Head-to-Head Frontier Comparisons: Google: Gemini 3.7 Flash vs Rivals
Standardized, side-by-side benchmark & economics comparison against peer models
| Model | Role / Tier | SWE-bench | LiveCodeBench | LMSYS Elo | AIME | Input / Output |
|---|---|---|---|---|---|---|
Google: Gemini 3.7 FlashOpenRouterCurrent | Tier 3: High-Throughput Subagent Engine | 67.1% | 51.9% | 1370 | 81.5% | $0.15 / $0.6 |
North Mini CodeIndependent Compare Google: Gemini 3.7 Flash vs North Mini Code → | Tier 3: Zero-Cost Reflex Specialist | 53% | 46% | — | — | $0 / $0 |
DeepSeek V4.1 FlashDeepSeek Compare Google: Gemini 3.7 Flash vs DeepSeek V4.1 Flash → | Tier 3: Refined Open Subagent | 56.2% | 52% | 1360 | 74.5% | $0.3 / $0.9 |
Llama 4 ScoutMeta Compare Google: Gemini 3.7 Flash vs Llama 4 Scout → | Tier 2: Global Context Specialist | 69% | 61% | 1380 | — | $0.6 / $2.4 |
Gemini 3.8 FlashGoogle Compare Google: Gemini 3.7 Flash vs Gemini 3.8 Flash → | Tier 3: High-Throughput Subagent Engine | 68.4% | 53.8% | 1380 | 84% | $0.15 / $0.6 |
Google: Gemini 3.7 Flash model overview
Google: Gemini 3.7 Flash 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
- low · medium · high
- Availability status
- Available
- Catalog ID
- openrouter/google/gemini-3.7-flash
Run Google: Gemini 3.7 Flash in Swarm
Verified CLI workflow & multi-agent architecture
swarm ctl model set --provider openrouter --model openrouter/google/gemini-3.7-flash# Or switch interactively inside the terminal TUI:
/modelsSubagent Role Matrix
Assign Google: Gemini 3.7 Flash 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.