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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 625 public model records and was synchronized Sep 29, 2026, 1:38 PM 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
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High-context listed models to evaluate next
- OpenAI: GPT-6 Luna ProGPT-6 Luna Pro is the same underlying model as [GPT-6 Luna](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 Luna Pro (batch)GPT-6 Luna Pro is the same underlying model as [GPT-6 Luna](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 LunaGPT-6 Luna is the fast, cost-efficient model in OpenAI's GPT-6 series, positioned below GPT-6 Sol. It is suited for high-volume and latency-sensitive workloads such as chat, classification, and lightweight agentic...
- OpenAI: GPT-6 Luna (batch)GPT-6 Luna is the fast, cost-efficient model in OpenAI's GPT-6 series, positioned below GPT-6 Sol. It is suited for high-volume and latency-sensitive workloads such as chat, classification, and lightweight agentic...
- 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...
- Anthropic: Claude Opus 5.5Claude Opus 5.5 is Anthropic's flagship model for demanding reasoning, coding, and long-horizon agentic work, succeeding Claude Opus 5. It is particularly strong at multi-step changes in large codebases, code...
- Anthropic: Claude Opus 5.5 (batch)Claude Opus 5.5 is Anthropic's flagship model for demanding reasoning, coding, and long-horizon agentic work, succeeding Claude Opus 5. It is particularly strong at multi-step changes in large codebases, code...
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.
