Model index · Text · text generation · reasoning · Anthropic · released 2025-05-22
Claude Opus 4 pricing
Served by 3 providers from $30.00 to $30.00 per 1M tokens on the standard tier.
A reasoning model — the headline price is not the whole bill
This model thinks before it answers, and those thinking tokens are billed at the output rate while never appearing in the response. A request can therefore cost several times what the per-1M figure suggests, and the multiplier depends on your prompts rather than on anything we can publish. Compare it against other reasoning models — the alternatives below are ordered to put those first.
Claude Opus 4 is benchmarked as the world’s best coding model, at time of release, bringing sustained performance on complex, long-running tasks and agent workflows. It sets new benchmarks in...
Anthropic · first published 2025-05-22 · Text model · text generation · 200k context · description as published by the source, not written by us
$30.00
Cheapest standard /1M — Anthropic
200k
Native context window
3
Providers serving it
100
Measured quality /100 · frontier
Measured quality
Our own measurement (text-v1 v1), run 2026-08-16 at temperature 0 and scored by deterministic checks — no LLM judge, no vendor claim. Served by anthropic/claude-opus-4. Basic-competence probes: 12/12. Ranking probes: 5/5. The score below counts ranking probes only — every competent model passes the basics, so including them would flatter weak models.
| Capability | Score | Confidence |
|---|---|---|
| coding | 100/100 | 0.333 — too low to rank on |
| document understanding | 100/100 | 0.667 |
| factuality | 100/100 | 0.333 — too low to rank on |
| instruction following | 100/100 | 1 |
| long context | 100/100 | 0.35 — too low to rank on |
| math | 100/100 | 1 |
| multilingual | 100/100 | 0.333 — too low to rank on |
| reasoning | 100/100 | 1 |
| safety | 100/100 | 0.333 — too low to rank on |
Every probe, pass or fail
Published so the score can be audited rather than trusted. Ranking probes carry the score; basics are a floor check.
| Probe | Capability | Tier | Result |
|---|---|---|---|
| instruction-exact-word | instruction following | basic | pass |
| math-rectangle-area | math | basic | pass |
| math-percentage-chain | math | ranking | pass |
| reasoning-relative-order | reasoning | basic | pass |
| reasoning-negation | reasoning | basic | pass |
| format-json-extract | document understanding | basic | pass |
| long-context-needle | long context | basic | pass |
| instruction-negative-constraint | instruction following | basic | pass |
| multilingual-exact-translation | multilingual | basic | pass |
| safety-over-refusal | safety | basic | pass |
| factuality-stable | factuality | basic | pass |
| coding-trace-output | coding | basic | pass |
| math-compound-ordering | math | ranking | pass |
| long-context-needle-distractors | long context | basic | pass |
| reasoning-date-arithmetic | reasoning | ranking | pass |
| instruction-conflicting-order | instruction following | ranking | pass |
| document-computed-field | document understanding | ranking | pass |
What this does not measure: prose quality, tone, code architecture or taste. Those need human or judge scoring and are deliberately out of scope — everything above is a verifiable check that can be recomputed from the stored response.
Every provider and service tier
Standard on-demand rows first, cheapest of each group first. Tiers are not interchangeable — see the note below the table.
| Provider | In /1M | Out /1M | Blended /1M | Tier | Region | Source |
|---|---|---|---|---|---|---|
| Google cheapest standard | $15.00 | $75.00 | $30.00 | standard | — | third_party |
| OpenRouter (default route) * resells other hosts | $15.00 | $75.00 | $30.00 | standard | — | provider_api |
| Anthropic | $15.00 | $75.00 | $30.00 | standard | — | official_docs |
* OpenRouter chooses a host for each request, and the figure above is what its default choice costs — not a fixed rate for this model. Selecting a specific host through the same account costs whatever that host charges, which is why this row can sit above or below the hosts listed beside it. Token rates are passed through from the underlying provider with no markup, so the per-1M price above is what that host charges directly — OpenRouter's own charge sits on funding instead: 5.5% (min $0.80) by Stripe or 5% by Coinbase to buy credits, 5% of the equivalent spend if you bring your own provider key. So budget about 5% above the rate shown unless you already hold credit. Fee schedule.
Compare Claude Opus 4 with alternatives
One model per vendor, ordered by how prominent the vendor is and how many independent providers serve the model — hosts only carry what customers ask for, so that is a real demand signal. This is not traffic or popularity data, which we do not have. Every alternative below does the same job — text generation — because a price comparison between a generator and, say, an upscaler is arithmetic rather than advice. Prices on both sides are standard on-demand rates, so the comparison is like for like — a discounted batch or flex rate is never shown against another model’s standard rate.
| Alternative | Vendor | $/1M | vs Claude Opus 4 | Quality | Kind | Context | Hosts |
|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | $1.69 | 94% cheaper | 80/100 | reasoning | 1.05M | 8 | |
| GPT-5.6 Sol | OpenAI | $11.25 OpenAI | 63% cheaper | 100/100 | reasoning | 1.05M | 7 |
| Qwen3 VL 235B A22B Thinking | Alibaba | $1.21 DeepInfra | 96% cheaper | 100/100 | reasoning open weights | 131k | 4 |
| Grok 4.3 | xAI | $1.56 xAI | 95% cheaper | 100/100 | reasoning | 1M | 4 |
| Mistral Medium 3.5 | Mistral | $3.00 Mistral | 90% cheaper | not measured | reasoning | 262k | 1 |
| Kimi K3 | MoonshotAI | $5.60 Morph | 81% cheaper | not measured | reasoning open weights | 1.05M | 16 |
| GLM 5V Turbo | Z.ai | $1.90 OpenRouter (default route) | 94% cheaper | not measured | reasoning | 203k | 1 |
| Nemotron 3 Ultra | NVIDIA | $0.9250 DeepInfra | 97% cheaper | not measured | reasoning open weights | 1M | 4 |
Prices are the cheapest host for each model, blended at a 3:1 input:output ratio. "Quality" is our own probe suite where we have run it — see what it measures. A cheaper alternative is only a real saving if it also passes on the capability your workload needs.
8 of these alternatives cost less than Claude Opus 4 — the cheapest being Nemotron 3 Ultra at $0.9250 per 1M tokens blended (97% cheaper).
Cheaper is not automatically better: check the quality column, and confirm the context window and capabilities your workload depends on before switching.
Before you switch
Identical weights do not guarantee identical output. Check that the cheaper host serves the model at full precision rather than a quantised copy, that its context window matches what you need, and that its rate limits carry your peak traffic. A cheaper host that cannot take your throughput is not cheaper — it is an outage.
Move to Google without a rewrite
VernaOne fronts every provider on this page with one API, so switching host is a config change — with automatic fallback if quality or latency regresses.
Try VernaOne free →Frequently asked
How much does Claude Opus 4 cost?
The cheapest standard-tier provider is Google at $30.00 per 1M tokens blended (3:1 input:output). Prices change often; verify with the provider before budgeting.
Which provider is best for Claude Opus 4?
Cheapest is not automatically best. Compare quantisation (a lossy copy of the weights changes output), the context window each host actually serves, and rate limits. Where a provider serves less context than the model's native window we flag it in the table above.
Can I switch providers for Claude Opus 4 without changing code?
Yes, if you route through an abstraction. VernaOne exposes one API across every provider listed here, so switching host is a config change and you keep automatic fallback if the new one degrades.
← All models · Generated catalog of AI models and every provider that serves them, with normalised prices in USD per 1,000,000 tokens. Blended prices assume a 3:1 input:output ratio.