Ranking · 4 plans · updated 28 Sept 2026
Best provider to build on
The best provider to build on, priced against a fixed reference workload so token costs are comparable.
4 of 4 plans
- Score breakdown
- Intelligence
- 80
- Capacity
- 88
- Features
- 100
- Value
- 5
- Reliability
- not counted
- Sentiment
- 69
High confidenceWhy it scores well- Access to the strongest models we track — Epoch Capabilities Index 166.6 ECI (OpenAI: GPT-6 Astra)
- Broad feature coverage for this category — Includes tool calling, structured output, prompt caching
Where it loses points- Expensive for what you actually get — Top-tier models and features for $200/month
Listed, not ranked
Either the provider has closed the plan to new subscribers, or we have no independent benchmark for any model it includes — usually because the provider does not say which model you get. Rather than rank them on a guess or recommend something you cannot buy, we list them with their price and source.
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