AI model APIs · head-to-head
Claude Sonnet 5 vs Grok 4.3
Same usage, official rates, ranked by nothing but price. Both rate cards, the monthly bill at five workloads, and the exact usage mix where the answer flips.
The pricing verdict Grok 4.3 is cheaper than Claude Sonnet 5 at every input:output mix — there is no usage pattern where Claude Sonnet 5 costs less.
Rate cards
| Per 1M tokens | Claude Sonnet 5 | Grok 4.3 |
|---|---|---|
| Input | $3 | $1.25 |
| Cached input | $0.30 | $0.20 |
| Output | $15 | $2.5 |
| Context window | 1M | 1M |
Monthly cost at five workloads
| Workload | Tokens / month | Claude Sonnet 5 | Grok 4.3 |
|---|---|---|---|
| Prototype | 1M in · 0.3M out | $7.50 | $2 |
| Small app | 10M in · 3M out | $75 | $20 |
| Production app | 50M in · 15M out | $375 | $100 |
| High volume | 200M in · 60M out | $1,500 | $400 |
| Heavy platform | 1B in · 300M out | $7,500 | $2,000 |
Standard on-demand rates from each provider's official pricing page, verified July 2026; figures exclude caching and batch discounts and any long-context surcharges. Claude Sonnet 5: Introductory pricing of $2 in / $10 out per 1M runs through Aug 31, 2026; figures here use the standard rate that applies after. Grok 4.3: Rates shown are for prompts under 200k tokens; above that, prices double. Price is one input — quality, latency and context limits differ. Confirm live pricing before committing.