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Toast 1 vs o3-deep-research

Toast 1 is cheaper on output tokens, while o3-deep-research offers a larger context window. Choose Toast 1 or o3-deep-research based on the trade-off between cost, context, and the benchmarks that matter for your use case.

SpecToast 1o3-deep-research
ProviderVercel AI GatewayVercel AI Gateway
Input / 1M tokens$0.30$10.00
Output / 1M tokens$0.72$40.00
Context window131K200K
Parameters——
Open weightsNoNo
ReleasedAug 2026Jun 2025

FAQ

Pricing is indicative — confirm with the provider before production use. Highlighted values indicate the better figure for that row.