OpenRouter model
OpenAI: GPT-5.4 Mini
GPT-5.4 mini brings the core capabilities of GPT-5.4 to a faster, more efficient model optimized for high-throughput workloads. It supports text and image inputs with strong performance across reasoning, coding,...
- Provider
- OpenRouter
- Availability
- Available
- Model ID
- openai/gpt-5.4-mini
- Snapshot
- 2026-10-07
OpenAI: GPT-5.4 Mini Benchmarks & Agentic Accuracy
Verified primary research & developer preference metrics
What This Means in Real Software Development
- Breaks the 60% barrier on SWE-bench Verified (61.2%) for a lightweight, sub-dollar model.
- High throughput ensures rapid test authoring, code compilation, and error recovery.
- Strong 88.0% on AIME demonstrates deep logic for competitive algorithms and data structures.
- The ideal model for running 5+ concurrent Coder subagents in Swarm.
Swarm Multi-Agent Topology
Best Paired With: Claude 3.7 Sonnet as Lead Planner
High throughput and low pricing make it the premier engine for concurrent Coder and Finder jobs.
Executes parallel bug fixes across isolated worktrees without file contention.
What Developers & Practitioners Are Saying
Real-world field observations, production strengths, and developer consensus
"Highly tuned compact model featuring refined code synthesis and robust error recovery."
Verified Real-World Strengths
- 61.2% SWE-bench Verified
- Reliable git diff generation with minimal syntax regressions
- Fast turn latency
Production Caveats & Gaps
- Still benefits from isolated test runners to verify changes
Primary Sources & Methodology Citations
- OpenAI GPT-5.4-mini Performance Report — OpenAI (March 2026)
OpenAI: GPT-5.4 Mini model overview
OpenAI: GPT-5.4 Mini 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
- 400K tokens
- Thinking support
- off · low · medium · high · xhigh
- Availability status
- Available
- Catalog ID
- openrouter/openai/gpt-5.4-mini
Run OpenAI: GPT-5.4 Mini in Swarm
Verified CLI workflow & multi-agent architecture
swarm ctl model set --provider openrouter --model openrouter/openai/gpt-5.4-mini# Or switch interactively inside the terminal TUI:
/modelsSubagent Role Matrix
Assign OpenAI: GPT-5.4 Mini 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.