Comparison · Updated
Grok 4.6 vs GPT-5.5 Cost: How to Compare Without Guessing
Rates move: provider rate cards change without notice, and any figure printed here would rot. This page therefore keeps the method — what actually drives the bill for Grok 4.6 and GPT-5.5 — and links to the live rates for both models. Numbers you can reproduce beat numbers you can quote.
The short answer
xAI flagship against OpenAI flagship: same formula, compare on your measured runs.
What drives the cost
For both models the bill is the same arithmetic: input tokens multiplied by the input rate, plus output tokens multiplied by the output rate, divided by one million. Three things move the result. The output multiplier: generation is sequential compute, so output is priced above input. The context weight: long contexts are billed as input on every call, and multi-turn workloads re-send history. Cache rules: cached input is usually discounted, and the discount changes the ranking of rate cards that look close on paper.
Grok 4.6: workload shape
Flagship tier of the xAI line. Its cost profile is the rate card applied to that shape; the current values live on the Grok 4.6 model page.
GPT-5.5: workload shape
Flagship tier of the OpenAI line. Same arithmetic, different rate card — see the GPT-5.5 model page for the current values.
The comparison with live numbers
Open Grok 4.6 and GPT-5.5 for the current per-million rates, then enter the same token counts for both in the LLM cost calculator. Comparing two rate cards on one workload shape is the only comparison that means anything; comparing headline rates on paper is how budgets get surprised.
What this estimate excludes
Taxes, platform fees, cache-specific billing rules beyond the published unit rates, minimum purchases, failed requests and retries. Verify a real bill against the provider's usage records.
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Estimate the cost
- Grok API cost calculator
Estimate Grok API costs from input and output token counts. Per-run arithmetic and monthly budgeting.
- OpenAI API cost calculator
Estimate an OpenAI API bill from token counts and per-million rates. Formula, monthly projection and what the estimate excludes.
- All LLM cost calculators
Calculators by provider, workload and budget, all built on the same two-rate token formula.
- How to estimate LLM API costs
The token-first method: measure one run, model the workload shape, project monthly, reconcile usage.