Which capabilities matter most for agent models?
Tool calling, structured JSON, enough context for the task, and instructions that stick. Everything else is secondary.
Model kısa listesi
Best agent model APIs for tool-calling workflows
Compare model APIs for agents that need tools, JSON mode, long context, and a budget you can live with.
Bu kısa liste ne için?: Agent models
Agent runs spit out a lot of tokens and burn money when tool loops go wrong. Before you wire one up, check tool calling, JSON reliability, context length, latency, and output price. Then set a budget so a bad loop cannot empty the account overnight.
Kaynak temeli: NextModel capability mapping and supported-parameter metadata when available. · Güncellendi 2026-07-01
Fit score
Önerilen adaylar agent models
Kısa listeyle başlayın, gerçek promptları test edin ve production routing öncesinde aylık maliyeti karşılaştırın.
Karşılaştırma tablosu
Kısa listeyi fiyat, sağlayıcı, bağlam, yetenek ve kaynağa göre karşılaştırın.
Production shortlistini daraltırken, fallback politikası kurarken veya model ekonomisini karşılaştırırken bu görünümü kullanın.
| Model | Provider | Input | Output | Context | Capabilities | Best for | Latency | Status | Source |
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FAQ
Agent models FAQ
Why do agent workflows get expensive so fast?
They generate long traces: planning text, tool results stuffed back into context, and retries. Cap steps and log token use per run.
Should agents always use the strongest model?
No. Route planning or simple tool picks to cheaper models when quality allows, and reserve stronger models for hard steps.
Sıralamalar