- audio
- decisions
- embeddings
- file
- image
- structured
- text
- tools
Choose the provider route that fits the workload, not a generic brand ranking
Choose the provider that best matches the model family and tooling your workload already depends on
Catalog-backed, not a static price sheet
TVP refreshes this page from the live OpenRouter model catalog. This render used 685 public model records and was synchronized Oct 26, 2026, 7:33 AM UTC. Pricing, availability, and context values can change.
Verify the exact route before sending production traffic, then use the linked model and provider pages as the source for current values. Read the TVP data methodology.
Current provider inventory at a glance
- file
- image
- structured
- text
- tools
High-context listed models to evaluate next
- OpenAI: GPT-6 Luna DecisionsGPT-6 Luna Decisions is [GPT-6 Luna](/openai/gpt-6-luna) served through OpenAI's Decisions API. Instead of generating text, it reads the content passed as `state` (text, JSON, or images) and returns typed, probabilistic...
- OpenAI: GPT-6.1 Sol ProGPT-6.1 Sol Pro is the same underlying model as [GPT-6.1 Sol](TVP catalog), served with `reasoning.mode` set to `pro` for higher-quality responses on complex tasks. **Cost note:** pro mode spends far more...
- OpenAI: GPT-6.1 Sol Pro (batch)GPT-6.1 Sol Pro is the same underlying model as [GPT-6.1 Sol](TVP catalog), served with `reasoning.mode` set to `pro` for higher-quality responses on complex tasks. **Cost note:** pro mode spends far more...
- OpenAI: GPT-6.1 SolGPT-6.1 Sol is an upgrade to GPT-6 Sol from OpenAI, positioned below the flagship GPT-6 Astra in the GPT-6 series. It is suited for agentic coding, computer use, document-heavy professional...
- Anthropic: Claude Haiku 5.5Claude Haiku 5.5 is Anthropic's small, fast model for high-volume, cost-sensitive work such as summarization, subagents, and browser use. It succeeds Claude Haiku 4.5 with stronger coding, computer use, and...
- Anthropic: Claude Haiku 5.5 (batch)Claude Haiku 5.5 is Anthropic's small, fast model for high-volume, cost-sensitive work such as summarization, subagents, and browser use. It succeeds Claude Haiku 4.5 with stronger coding, computer use, and...
- Anthropic: Claude Sonnet 5.5Claude Sonnet 5.5 is Anthropic's Sonnet-class model for well-scoped everyday work, succeeding Claude Sonnet 5 as a direct upgrade. It is especially strong at building features, fixing bugs, and producing...
- Anthropic: Claude Sonnet 5.5 (batch)Claude Sonnet 5.5 is Anthropic's Sonnet-class model for well-scoped everyday work, succeeding Claude Sonnet 5 as a direct upgrade. It is especially strong at building features, fixing bugs, and producing...
How to make the provider decision
Is OpenAI or Anthropic better for production AI apps?
Neither wins for every workload. The useful decision is whether the currently listed models, context limits, capabilities, and costs fit your actual route better.
What should teams compare before switching providers?
Start with the model family your application needs, then compare current token prices, context room, structured workflow support, and fallback options.
