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AgentCosts.xyz

Provider Operations

Know which APIs are ready before routing real traffic.

This is the Router operations board for provider keys, adapter blockers, and gateway smoke readiness. AgentCosts stays observe-first: providers can be tested through the gateway only after server-side keys exist, and automated routing stays gated behind trustworthy cost reports and budget alerts.

Readiness buckets

2
Ready smoke
4
Needs key
2
Adapter work
5
Catalog only

Gateway-supported providers: 6. These are the only candidates that should appear in observe-first proxy tests until native adapters are intentionally built.

Operating policy

How API access is managed now

Normalize OpenAI-compatible providers first: OpenAI, DeepSeek, Groq, and OpenRouter.

Keep native adapters for Anthropic and Gemini planned until the logging/reporting loop is stable.

Treat non-LLM providers as catalog demand signals before adding routing adapters.

Current rule

AgentCosts manages provider integrations as a non-secret catalog plus server-only environment-variable readiness. During beta, the Router observes and reports usage first; proxy routing should graduate provider by provider after cost reports and budget alerts are trusted.

Next integration queue

#1 / cheap / openai-compatible

DeepSeek R1

Ready for smoke

Run a small observe-first gateway smoke test for DeepSeek R1, then review D1 event quality before expanding traffic.

Blocker: No credential blocker detected.

#2 / cheap / openai-compatible

DeepSeek V3.2

Ready for smoke

Run a small observe-first gateway smoke test for DeepSeek V3.2, then review D1 event quality before expanding traffic.

Blocker: No credential blocker detected.

#3 / fast / openai-compatible

Groq

Needs key

Add GROQ_API_KEY in Vercel Production before running Groq gateway smoke tests.

Blocker: Missing server environment variable: GROQ_API_KEY.

#4 / premium / openai-compatible

DALL-E 3

Needs key

Add OPENAI_API_KEY in Vercel Production before running DALL-E 3 gateway smoke tests.

Blocker: Missing server environment variable: OPENAI_API_KEY.

#5 / premium / openai-compatible

OpenAI o1

Needs key

Add OPENAI_API_KEY in Vercel Production before running OpenAI o1 gateway smoke tests.

Blocker: Missing server environment variable: OPENAI_API_KEY.

#6 / fallback / aggregator

OpenRouter

Needs key

Add OPENROUTER_API_KEY in Vercel Production before running OpenRouter gateway smoke tests.

Blocker: Missing server environment variable: OPENROUTER_API_KEY.

#7 / premium / native-adapter

Anthropic

Adapter work

Defer adapter work until observe-first OpenAI-compatible providers prove the savings report loop.

Blocker: Native adapter and pricing normalization are not implemented.

#8 / premium / native-adapter

Google Gemini

Adapter work

Defer adapter work until observe-first OpenAI-compatible providers prove the savings report loop.

Blocker: Native adapter and pricing normalization are not implemented.

DeepSeek R1

cheap / openai-compatible

Ready for smoke

Credential

Server env

Gateway

Supported

Cheap lane for extraction, classification, and routine automation.

Next action

Run a small observe-first gateway smoke test for DeepSeek R1, then review D1 event quality before expanding traffic.

Env: DEEPSEEK_API_KEY

DeepSeek V3.2

cheap / openai-compatible

Ready for smoke

Credential

Server env

Gateway

Supported

Cheap lane for extraction, classification, and routine automation.

Next action

Run a small observe-first gateway smoke test for DeepSeek V3.2, then review D1 event quality before expanding traffic.

Env: DEEPSEEK_API_KEY

Groq

fast / openai-compatible

Needs key

Credential

Server env

Gateway

Supported

Fast lane for realtime UX and short responses.

Next action

Add GROQ_API_KEY in Vercel Production before running Groq gateway smoke tests.

Env: GROQ_API_KEY

DALL-E 3

premium / openai-compatible

Needs key

Credential

Server env

Gateway

Supported

Premium reasoning, coding, and baseline cost comparison.

Next action

Add OPENAI_API_KEY in Vercel Production before running DALL-E 3 gateway smoke tests.

Env: OPENAI_API_KEY

OpenAI o1

premium / openai-compatible

Needs key

Credential

Server env

Gateway

Supported

Premium reasoning, coding, and baseline cost comparison.

Next action

Add OPENAI_API_KEY in Vercel Production before running OpenAI o1 gateway smoke tests.

Env: OPENAI_API_KEY

OpenRouter

fallback / aggregator

Needs key

Credential

Server env

Gateway

Supported

Fallback and long-tail model access during routing tests.

Next action

Add OPENROUTER_API_KEY in Vercel Production before running OpenRouter gateway smoke tests.

Env: OPENROUTER_API_KEY

E2B Sandbox

not_routable / not-applicable

Catalog only

Credential

Catalog only

Gateway

Blocked

Catalog-only provider. Useful for discovery today; not yet part of Router logging or routing lanes.

Next action

Keep this provider in the public catalog until beta users ask for workflow-level cost tracking.

Env: not assigned

ElevenLabs

not_routable / not-applicable

Catalog only

Credential

Catalog only

Gateway

Blocked

Catalog-only provider. Useful for discovery today; not yet part of Router logging or routing lanes.

Next action

Keep this provider in the public catalog until beta users ask for workflow-level cost tracking.

Env: not assigned

Flux.1 [pro]

not_routable / not-applicable

Catalog only

Credential

Catalog only

Gateway

Blocked

Catalog-only provider. Useful for discovery today; not yet part of Router logging or routing lanes.

Next action

Keep this provider in the public catalog until beta users ask for workflow-level cost tracking.

Env: not assigned

Piston API

not_routable / not-applicable

Catalog only

Credential

Catalog only

Gateway

Blocked

Catalog-only provider. Useful for discovery today; not yet part of Router logging or routing lanes.

Next action

Keep this provider in the public catalog until beta users ask for workflow-level cost tracking.

Env: not assigned

SyncLabs

not_routable / not-applicable

Catalog only

Credential

Catalog only

Gateway

Blocked

Catalog-only provider. Useful for discovery today; not yet part of Router logging or routing lanes.

Next action

Keep this provider in the public catalog until beta users ask for workflow-level cost tracking.

Env: not assigned

Anthropic

premium / native-adapter

Adapter work

Credential

Planned server env

Gateway

Blocked

Premium synthesis and long-context workflows.

Next action

Defer adapter work until observe-first OpenAI-compatible providers prove the savings report loop.

Env: ANTHROPIC_API_KEY

Google Gemini

premium / native-adapter

Adapter work

Credential

Planned server env

Gateway

Blocked

Long-context and multimodal experiments.

Next action

Defer adapter work until observe-first OpenAI-compatible providers prove the savings report loop.

Env: GOOGLE_GENERATIVE_AI_API_KEY

Catalog demand signals

These providers remain useful for acquisition and research, but they should not consume adapter work until a beta workflow proves repeated demand.

E2B SandboxElevenLabsFlux.1 [pro]Piston APISyncLabs
AgentCosts Router Provider Operations | AgentCosts