Use OpenAI: GPT-5 Mini (openai/gpt-5-mini).
OpenAI: o3 is overkill here.
~8.6× cheaper per run.
OpenAI: o3 is overkill here.
~8.6× cheaper per run.
This work needs synthesis and solid coding ability, but it still lives inside a clear task boundary. Moving to a frontier tier usually costs more than the extra reasoning is worth here.
| Model | Provider | Tier | Input cost | Output cost | Est. / 1k calls |
|---|---|---|---|---|---|
| OpenAI: GPT-5 Mini openai/gpt-5-mini | Openai | Moderate | $0.000250 | $0.002000 | $1.25 |
| OpenAI: o3 openai/o3 | Openai | Deep | $0.002000 | $0.008000 | $10.80 |
This recommendation is based on the task description alone. If you are attaching a large codebase, mention it in the input above.
Model pricing: OpenRouter model catalog, retrieved June 4, 2026. Classification: rightmodel ruleset v2. This recommendation cost zero tokens — a worked example of the Precomputed AI design pattern. View data provenance manifest.
Rework authentication middleware while preserving request flow, guards, and response behaviour.
Use OpenAI: GPT-5 Mini.
Inspect an authentication flow for trust boundaries, session handling, and privilege escalation risk.
Use OpenAI: o3.
Plan tenant aware permissions, scope boundaries, and cross tenant safety rules for an app.
Use OpenAI: o3.
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