← Frontier general chat & reasoning
Anthropic vs Google AI (Gemini) for Frontier general chat & reasoning (Oct 2026)
Depot Pick for this job: Anthropic. Google AI (Gemini) is a ranked runner-up. Both have a sourced price in usd_per_million_input_tokens, so this comparison is like for like on price. Prices are each provider's lowest sourced SKU in that unit only (no blending across units, input/output or context tiers), not quality-adjusted.
| Anthropic (Depot Pick) | Google AI (Gemini) | |
|---|---|---|
| Job-weighted overall | 8.41 | 8.22 |
| Capability fit | 9.7 | 9.2 |
| Price / performance | 6.8 | 8.8 |
| Latency / reliability | 8.7 | 8.5 |
| Developer & agent DX | 9.2 | 8.2 |
| Privacy / data retention | 9 | 8 |
| Lock-in risk (higher = worse) | 6.5 | 6 |
| Maturity / track record | 9.4 | 9.6 |
| Lowest sourced SKU (usd_per_million_input_tokens) | $0.1 (Haiku 5.5 (prompts up to 100K tokens)) source · as of 2026-10-27 · re-checked 2026-10-27 | $0.3 (gemini-3.5-flash-lite) source · as of 2026-10-21 |
| Free option for this job | none listed | Gemini API free tier, standard token price (free tier unspecified) — source Google AI Studio (free) — source |
| Score kind / confidence | curated_estimate / high | curated_estimate / high |
When not to use Anthropic
Need best multimodal media APIs in one vendor (OpenAI/Google), or procurement forces Bedrock/Azure/Vertex.
Lock-in
Stored lock-in risk (0–10, higher = more lock-in): Anthropic 6.5, Google AI (Gemini) 6.
Agents: GET /api/compare?providers=anthropic,google-ai&jtbd=frontier-chat · full job page · methodology