Claude Opus 4.8
Claude Opus 4.8 is Anthropic's most capable generally available model in the Opus family. It supports text, image, and file inputs with text output, with reasoning support and a 1M-token context window. It is suited for highly autonomous agents, long-horizon agentic work, knowledge work, and memory-driven tasks where coherence over extended sessions matters.
It is particularly strong on multi-step reasoning, complex coding, and end-to-end project orchestration - large codebases, multi-stage debugging, and long-running asynchronous agent pipelines. Beyond coding, it handles knowledge work such as drafting documents, building presentations, and analyzing data, maintaining quality across very long outputs.
anthropic/claude-opus-4-8
- Organization
- Anthropic
- Family
- claude-opus
- Providers
- 45
- Context
- 1,000,000
- Output limit
- 128,000
- Knowledge
- 2026-01
- Release
- 2026-05-28
- Updated
- 2026-05-28
- Weights
- Closed
- Input
- text, image, pdf
- Output
- text
- Capabilities
- Tools, Reasoning
Providers
Compare every cataloged offer for this model, including its provider, route, token limits, price, and capabilities.
| Provider | Model ID | Context | Output | Input / output · 1M | Reasoning | Tools | Structured | Details |
|---|---|---|---|---|---|---|---|---|
| 302.AI | claude-opus-4-8 | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | — | View |
| Abacus | claude-opus-4-8 | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | — | View |
| AgentRouter | claude-opus-4-8 | 1,000,000 | 128,000 | — / — | Yes | Yes | — | View |
| AIHubMix | claude-opus-4-8 | 200,000 | 32,000 | $5.00 / $25.00 | Yes | Yes | — | View |
| AIHubMix | claude-opus-4-8-think | 200,000 | 32,000 | $5.00 / $25.00 | Yes | Yes | — | View |
| Amazon Bedrock | eu.anthropic.claude-opus-4-8 | 1,000,000 | 128,000 | $5.50 / $27.50 | Yes | Yes | — | View |
| Amazon Bedrock | anthropic.claude-opus-4-8 | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | — | View |
| Amazon Bedrock | global.anthropic.claude-opus-4-8 | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | — | View |
| Amazon Bedrock | jp.anthropic.claude-opus-4-8 | 1,000,000 | 128,000 | $5.50 / $27.50 | Yes | Yes | — | View |
| Amazon Bedrock | us.anthropic.claude-opus-4-8 | 1,000,000 | 128,000 | $5.50 / $27.50 | Yes | Yes | — | View |
| Amazon Bedrock | au.anthropic.claude-opus-4-8 | 1,000,000 | 128,000 | $5.50 / $27.50 | Yes | Yes | — | View |
| Azure | claude-opus-4-8 | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | — | View |
| Azure Cognitive Services | claude-opus-4-8 | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | — | View |
| Cloudflare AI Gateway | anthropic/claude-opus-4.8 | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | Yes | View |
| Cortecs | claude-opus4-8 | 1,000,000 | 128,000 | $5.437 / $27.186 | Yes | Yes | Yes | View |
| CrossModel | anthropic/claude-opus-4-8 | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | Yes | View |
| DaoXE | claude-opus-4-8 | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | — | View |
| DevPass (LLM Gateway) | claude-opus-4-8 | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | — | View |
| Eden AI | anthropic/claude-opus-4-8 | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | Yes | View |
| FastRouter | anthropic/claude-opus-4.8 | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | — | View |
| FreeModel | claude-opus-4-8 | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | — | View |
| GitHub Copilot | claude-opus-4.8 | 200,000 | 64,000 | $5.00 / $25.00 | Yes | Yes | — | View |
| GMI Cloud | anthropic/claude-opus-4.8 | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | — | View |
| Impossibl | anthropic/claude-opus-4-8 | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | — | View |
| Kenari | claude-opus-4-8 | 1,000,000 | 128,000 | $0.00 / $0.00 | Yes | Yes | — | View |
| Kilo Gateway | anthropic/claude-opus-4.8 | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | Yes | View |
| LLM Gateway | azure-anthropic/claude-opus-4-8 | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | Yes | View |
| LLM Gateway | anthropic/claude-opus-4-8 | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | Yes | View |
| LLM Gateway | aws-bedrock/claude-opus-4-8 | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | No | View |
| Merge Gateway | anthropic/claude-opus-4-8 | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | Yes | View |
| Modelis | claude-opus-4-8 | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | — | View |
| Model Oracle AI | claude-opus-4.8 | 1,000,000 | 128,000 | — / — | Yes | Yes | — | View |
| NanoGPT | anthropic/claude-opus-4.8:thinking | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | Yes | View |
| NanoGPT | anthropic/claude-opus-4.8 | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | Yes | View |
| Neon | claude-opus-4-8 | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | Yes | View |
| Ofox | anthropic/claude-opus-4.8 | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | — | View |
| OpenCode Zen | claude-opus-4-8 | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | — | View |
| Amazon Bedrockvia OpenRouter | anthropic/claude-opus-4.8 unknown | 1,000,000 | 128,000 | $5.50 / $27.50 | Yes | Yes | No | View |
| Amazon Bedrockvia OpenRouter | anthropic/claude-opus-4.8 unknown | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | No | View |
| Amazon Bedrockvia OpenRouter | anthropic/claude-opus-4.8 unknown | 1,000,000 | 128,000 | $5.50 / $27.50 | Yes | Yes | No | View |
| Anthropicvia OpenRouter | anthropic/claude-opus-4.8 unknown | 1,000,000 | 128,000 | $10.00 / $50.00 | Yes | Yes | Yes | View |
| Anthropicvia OpenRouter | anthropic/claude-opus-4.8 unknown | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | Yes | View |
| Azurevia OpenRouter | anthropic/claude-opus-4.8 unknown | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | Yes | View |
| Azurevia OpenRouter | anthropic/claude-opus-4.8 unknown | 1,000,000 | 128,000 | $5.50 / $27.50 | Yes | Yes | Yes | View |
| Claude Platform on AWSvia OpenRouter | anthropic/claude-opus-4.8 unknown | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | Yes | View |
| Googlevia OpenRouter | anthropic/claude-opus-4.8 unknown | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | Yes | View |
| Googlevia OpenRouter | anthropic/claude-opus-4.8 unknown | 1,000,000 | 128,000 | $5.50 / $27.50 | Yes | Yes | Yes | View |
| Googlevia OpenRouter | anthropic/claude-opus-4.8 unknown | 1,000,000 | 128,000 | $5.50 / $27.50 | Yes | Yes | Yes | View |
| Opper | claude-opus-4-8 | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | Yes | View |
| OrcaRouter | anthropic/claude-opus-4.8 | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | — | View |
| Pioneer | claude-opus-4-8 | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | — | View |
| Poe | anthropic/claude-opus-4.8 | 1,048,576 | 128,000 | $4.2929 / $21.4646 | Yes | Yes | — | View |
| Requesty | claude-opus-4-8@eu | 1,000,000 | 128,000 | $5.50 / $27.50 | Yes | Yes | Yes | View |
| Requesty | claude-opus-4-8 | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | Yes | View |
| routing.run | claude-opus-4-8 | 1,000,000 | 32,000 | $5.00 / $25.00 | Yes | Yes | — | View |
| SAP AI Core | anthropic--claude-4.8-opus | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | Yes | View |
| Snowflake Cortex | claude-opus-4-8 | 1,000,000 | 128,000 | — / — | Yes | Yes | — | View |
| Tempr Gateway | anthropic/claude-opus-4-8 | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | Yes | View |
| UnoRouter | claude-opus-4-8 | 1,000,000 | 128,000 | $0.425 / $2.125 | Yes | Yes | — | View |
| Venice AI | claude-opus-4-8-fast | 1,000,000 | 128,000 | $12.00 / $60.00 | Yes | Yes | Yes | View |
| Venice AI | claude-opus-4-8 | 1,000,000 | 128,000 | $6.00 / $30.00 | Yes | Yes | Yes | View |
| Vercel AI Gateway | anthropic/claude-opus-4.8-fast | 1,000,000 | 128,000 | $10.00 / $50.00 | Yes | Yes | — | View |
| Vercel AI Gateway | anthropic/claude-opus-4.8 | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | — | View |
| Vertex | claude-opus-4-8@default | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | — | View |
| Vertex (Anthropic) | claude-opus-4-8@default | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | — | View |
| Xpersona | claude-opus-4-8 | 200,000 | 128,000 | $1.50 / $9.25 | Yes | Yes | — | View |
| ZenMux | anthropic/claude-opus-4.8 | 1,000,000 | 128,000 | $5.00 / $25.00 | Yes | Yes | — | View |
Prices and limits apply to each offer. A dash means the value is not provided. OpenRouter offers show the hosting provider and routing channel separately.
Pricing
Compare token rates and cache charges across available routes and hosting configurations.
Input from$0.00Per 1M input tokens
Output from$0.00Per 1M output tokens
Available offers67Across 45 providers
Lowest listed input and output prices across the offers above; they may belong to different providers. These are base rates, before conditional pricing, discounts or additional fees.
Endpoint price comparisonLatest observed snapshot · 10 lowest-priced configurations
InputOutput
Amazon Bedrockamazon-bedrock
$5.00$25.00
Anthropicanthropic
$5.00$25.00
Azureazure/global
$5.00$25.00
Claude Platform on AWSclaude-on-aws
$5.00$25.00
Googlegoogle-vertex/global
$5.00$25.00
Amazon Bedrockamazon-bedrock/eu-west-1
$5.50$27.50
Amazon Bedrockamazon-bedrock/us
$5.50$27.50
Azureazure/us
$5.50$27.50
Googlegoogle-vertex/europe
$5.50$27.50
Googlegoogle-vertex/us
$5.50$27.50
anthropic/claude-opus-4.8Observed - Input
- $5.00
- Output
- $25.00
- Cache read
- $0.50
- Cache write
- $6.25
- Cache write · 1 hour
- $10.00
Additional fees and pricing conditions
- web search
- $0.01 / search
Hosting prices through OpenRouter All endpoints and cache rates
| Endpoint | Input / 1M | Output / 1M | Cache read / 1M | Cache write / 1M |
|---|---|---|---|---|
| Amazon Bedrockamazon-bedrock/eu-west-1 | $5.50 | $27.50 | $0.55 | $6.875 |
| Amazon Bedrockamazon-bedrock | $5.00 | $25.00 | $0.50 | $6.25 |
| Amazon Bedrockamazon-bedrock/us | $5.50 | $27.50 | $0.55 | $6.875 |
| Anthropicanthropic/fast | $10.00 | $50.00 | $1.00 | $12.50 |
| Anthropicanthropic | $5.00 | $25.00 | $0.50 | $6.25 |
| Azureazure/global | $5.00 | $25.00 | $0.50 | $6.25 |
| Azureazure/us | $5.50 | $27.50 | $0.55 | $6.875 |
| Claude Platform on AWSclaude-on-aws | $5.00 | $25.00 | $0.50 | $6.25 |
| Googlegoogle-vertex/global | $5.00 | $25.00 | $0.50 | $6.25 |
| Googlegoogle-vertex/europe | $5.50 | $27.50 | $0.55 | $6.875 |
| Googlegoogle-vertex/us | $5.50 | $27.50 | $0.55 | $6.875 |
Each row is a hosting configuration. Open an offer in Providers for its full pricing conditions and additional fees. Endpoint observations may differ from the routing catalog's base price.
Performance
Review reported latency and output-throughput percentiles from the latest observed rolling window.
Time to first token · milliseconds
Latency distributionRolling 30-minute snapshot · 6 endpoints
P50P75P90P99
Amazon Bedrockamazon-bedrock
1,414–5,735.52 ms
Anthropicanthropic/fast
485–2,188.92 ms
Anthropicanthropic
1,042–5,994.69 ms
Azureazure/global
3,974–6,990.73 ms
Azureazure/us
1,281–1,281 ms
Claude Platform on AWSclaude-on-aws
1,405–27,756.87 ms
All latency percentiles 7 endpoints
| Endpoint | P50 | P75 | P90 | P99 |
|---|---|---|---|---|
| Amazon Bedrockamazon-bedrock | 1,414 ms | 2,142.5 ms | 2,833.8 ms | 5,735.52 ms |
| Anthropicanthropic/fast | 485 ms | 621 ms | 1,213.4 ms | 2,188.92 ms |
| Anthropicanthropic | 1,042 ms | 1,402.25 ms | 2,196.3 ms | 5,994.69 ms |
| Azureazure/global | 3,974 ms | 4,471.25 ms | 4,867 ms | 6,990.73 ms |
| Azureazure/us | 1,281 ms | 1,281 ms | 1,281 ms | 1,281 ms |
| Claude Platform on AWSclaude-on-aws | 1,405 ms | 2,661 ms | 5,102.6 ms | 27,756.87 ms |
| Googlegoogle-vertex/global | 2,175 ms | 4,722.5 ms | 8,098.2 ms | 36,368.14 ms |
Output throughput · tokens per second
Throughput distributionRolling 30-minute snapshot · 6 endpoints
P50P75P90P99
Amazon Bedrockamazon-bedrock
69–108.07 t/s
Anthropicanthropic/fast
136–247 t/s
Anthropicanthropic
44–102 t/s
Azureazure/global
66–83 t/s
Azureazure/us
31–31 t/s
Claude Platform on AWSclaude-on-aws
60–104.1 t/s
All throughput percentiles 7 endpoints
| Endpoint | P50 | P75 | P90 | P99 |
|---|---|---|---|---|
| Amazon Bedrockamazon-bedrock | 69 t/s | 84 t/s | 92 t/s | 108.07 t/s |
| Anthropicanthropic/fast | 136 t/s | 177 t/s | 202 t/s | 247 t/s |
| Anthropicanthropic | 44 t/s | 63 t/s | 79 t/s | 102 t/s |
| Azureazure/global | 66 t/s | 74.25 t/s | 78.1 t/s | 83 t/s |
| Azureazure/us | 31 t/s | 31 t/s | 31 t/s | 31 t/s |
| Claude Platform on AWSclaude-on-aws | 60 t/s | 71 t/s | 80 t/s | 104.1 t/s |
| Googlegoogle-vertex/global | 86 t/s | 96 t/s | 109 t/s | 122 t/s |
Percentiles describe the observed request distribution. These are snapshots of a rolling window, not a historical time series.
Uptime
Compare successful request rates across the latest 5-minute, 30-minute, and 24-hour observations.
Availability by endpointCurrent overlapping windows · 11 endpoints
Endpoint5 minutes30 minutes24 hours
Amazon Bedrockamazon-bedrock/eu-west-1
—
—
100%
Amazon Bedrockamazon-bedrock
—
100%
94.15%
Amazon Bedrockamazon-bedrock/us
—
—
100%
Anthropicanthropic/fast
—
—
100%
Anthropicanthropic
100%
100%
99.99%
Azureazure/global
—
100%
98.95%
Azureazure/us
—
—
—
Claude Platform on AWSclaude-on-aws
100%
100%
100%
Googlegoogle-vertex/global
100%
100%
99.98%
Googlegoogle-vertex/europe
—
—
100%
Googlegoogle-vertex/us
—
—
—
Reported by OpenRouter at the time of collection; rate-limited requests are excluded. A dash means no measurement was reported. This is not a live availability check.
Benchmarks
Review attributed evaluation results on each source's original scale.
anthropic/claude-opus-4.8Observed Benchmark profileArtificial Analysis · shared source scale from 0 to 80
Coding
74.3
Agentic
41.9
Intelligence
41.8
| Design Arena | Category | Elo | Win rate | Rank |
|---|---|---|---|---|
| agents | agenticgamedev | 1,238 | 55.8% | 4 |
| agents | agentichtmlslides | 1,227 | 55.6% | 3 |
| agents | agenticslides | 1,294 | 64.8% | 1 |
| agents | agenticslides(html) | 1,230 | 56% | 3 |
| agents | agenticslides(python-pptx) | 1,310 | 68.9% | 1 |
| agents | androidnative | 1,247 | 56.4% | 8 |
| agents | fullstack | 1,248 | 55.3% | 8 |
| agents | godotgamedev | 1,231 | 55.8% | 10 |
| agents | htmlslides | 1,220 | 58% | 4 |
| agents | mobileapps | 1,223 | 56% | 9 |
| agents | pptxslides | 1,306 | 67.9% | 1 |
| agents | python-pptxslides | 1,298 | 65.9% | 2 |
| agents | webapps | 1,224 | 51.4% | 12 |
| models | 3d | 1,239 | 52.2% | 34 |
| models | asciiart | 1,290 | 62.4% | 5 |
| models | codecategories | 1,259 | 52.8% | 31 |
| models | dataviz | 1,248 | 53.1% | 31 |
| models | gamedev | 1,276 | 53.2% | 22 |
| models | svg | 1,194 | 52.2% | 26 |
| models | uicomponent | 1,264 | 53.7% | 31 |
| models | website | 1,263 | 53.1% | 32 |
Sources: Artificial Analysis and Design Arena, via OpenRouter. Scores retain their original scales and are not OpenAI Suite ratings.
Detailed evaluations
tau bench verified airlineAnthropic: Claude Opus 4.8
76.444%
gpqa diamondAnthropic: Claude Opus 4.8
89.749%
| Evaluation | Configuration | Source | Results | Details |
|---|---|---|---|---|
| models · dataviz | Claude Opus 4.8anthropic/claude-4.8-opus-20260528 | Design Arena | 1,248 Elo | Details |
| models · uicomponent | Claude Opus 4.8anthropic/claude-4.8-opus-20260528 | Design Arena | 1,264 Elo | Details |
| models · svg | Claude Opus 4.8anthropic/claude-4.8-opus-20260528 | Design Arena | 1,194 Elo | Details |
| tau bench verified airline | Anthropic: Claude Opus 4.8anthropic/claude-4.8-opus-20260528 | OpenRouter | 76.444% | Details |
| models · 3d | Claude Opus 4.8anthropic/claude-4.8-opus-20260528 | Design Arena | 1,239 Elo | Details |
| models · codecategories | Claude Opus 4.8anthropic/claude-4.8-opus-20260528 | Design Arena | 1,259 Elo | Details |
| models · website | Claude Opus 4.8anthropic/claude-4.8-opus-20260528 | Design Arena | 1,263 Elo | Details |
| models · asciiart | Claude Opus 4.8anthropic/claude-4.8-opus-20260528 | Design Arena | 1,290 Elo | Details |
| Composite indices | Claude Opus 4.8 (Adaptive Reasoning, Max Effort)anthropic/claude-4.8-opus-20260528 | Artificial Analysis | Intelligence 41.8 · Coding 74.3 · Agentic 41.9 | Details |
| models · gamedev | Claude Opus 4.8anthropic/claude-4.8-opus-20260528 | Design Arena | 1,276 Elo | Details |
| gpqa diamond | Anthropic: Claude Opus 4.8anthropic/claude-4.8-opus-20260528 | OpenRouter | 89.749% | Details |
Sources: Artificial Analysis, Design Arena and OpenRouter. Evaluation configurations and scales differ; results are not interchangeable. Updated Oct 4, 2026.
Apps & session costs
Compare observed median session costs for applications using this model, grouped by conversation length.
| Application | Model route | Turns | Median cost / session | Details |
|---|---|---|---|---|
| Hermes Agent | anthropic/claude-4.8-opus-20260528 | 50+ turns | $10.007134 | Details |
| Claude Code | anthropic/claude-4.8-opus-20260528 | 50+ turns | $9.618974 | Details |
| Claude Code | anthropic/claude-4.8-opus-20260528 | 2–9 turns | $0.476279 | Details |
| Hermes Agent | anthropic/claude-4.8-opus-20260528 | 2–9 turns | $0.285676 | Details |
| Claude Code | anthropic/claude-4.8-opus-20260528 | 10–49 turns | $2.012384 | Details |
| Hermes Agent | anthropic/claude-4.8-opus-20260528 | 1 turn | $0.005121 | Details |
| Claude Code | anthropic/claude-4.8-opus-20260528 | 1 turn | $0.233522 | Details |
| Hermes Agent | anthropic/claude-4.8-opus-20260528 | 10–49 turns | $1.602263 | Details |
Source: OpenRouter, as of Oct 2, 2026. Published under CC BY 4.0. These are observed costs per session, not token prices or a forecast for your workload. Apps are compared separately.
Activity
Daily prompt and completion tokens reported for this model's routes in OpenRouter's top 50. Missing days have no published value.
Daily token usage9,134,883,746,916 reported tokens · 76 days with observations
401B0
2026-07-07
313,331,926,323 tokens
313,331,926,323 tokens
2026-07-08
363,185,750,867 tokens
363,185,750,867 tokens
2026-07-09
337,845,497,903 tokens
337,845,497,903 tokens
2026-07-10
307,464,204,437 tokens
307,464,204,437 tokens
2026-07-11
200,800,244,084 tokens
200,800,244,084 tokens
2026-07-12
215,925,763,168 tokens
215,925,763,168 tokens
2026-07-13
398,638,719,112 tokens
398,638,719,112 tokens
2026-07-14
378,923,948,078 tokens
378,923,948,078 tokens
2026-07-15
361,779,510,479 tokens
361,779,510,479 tokens
2026-07-16
332,385,610,815 tokens
332,385,610,815 tokens
2026-07-17
323,147,598,061 tokens
323,147,598,061 tokens
2026-07-18
180,363,440,224 tokens
180,363,440,224 tokens
2026-07-19
95,177,438,408 tokens
95,177,438,408 tokens
2026-07-20
211,838,336,477 tokens
211,838,336,477 tokens
2026-07-21
401,273,145,375 tokens
401,273,145,375 tokens
2026-07-22
317,359,762,359 tokens
317,359,762,359 tokens
2026-07-23
230,065,088,342 tokens
230,065,088,342 tokens
2026-07-24
163,758,425,449 tokens
163,758,425,449 tokens
2026-07-25
59,311,880,152 tokens
59,311,880,152 tokens
2026-07-26
59,637,742,726 tokens
59,637,742,726 tokens
2026-07-27
99,839,211,259 tokens
99,839,211,259 tokens
2026-07-28
93,436,812,897 tokens
93,436,812,897 tokens
2026-07-29
101,141,630,455 tokens
101,141,630,455 tokens
2026-07-30
98,571,848,264 tokens
98,571,848,264 tokens
2026-07-31
82,560,039,062 tokens
82,560,039,062 tokens
2026-08-01
42,182,622,248 tokens
42,182,622,248 tokens
2026-08-02
39,907,287,553 tokens
39,907,287,553 tokens
2026-08-03
84,135,227,467 tokens
84,135,227,467 tokens
2026-08-04
83,651,563,004 tokens
83,651,563,004 tokens
2026-08-05
91,810,015,169 tokens
91,810,015,169 tokens
2026-08-06
86,471,170,744 tokens
86,471,170,744 tokens
2026-08-07
65,957,499,109 tokens
65,957,499,109 tokens
2026-08-08
67,083,438,942 tokens
67,083,438,942 tokens
2026-08-09
69,453,891,739 tokens
69,453,891,739 tokens
2026-08-10
74,098,721,871 tokens
74,098,721,871 tokens
2026-08-11
90,494,490,729 tokens
90,494,490,729 tokens
2026-08-12
102,739,194,840 tokens
102,739,194,840 tokens
2026-08-13
132,772,678,225 tokens
132,772,678,225 tokens
2026-08-14
120,525,772,219 tokens
120,525,772,219 tokens
2026-08-15
32,719,739,905 tokens
32,719,739,905 tokens
2026-08-16
36,191,214,567 tokens
36,191,214,567 tokens
2026-08-17
64,671,459,698 tokens
64,671,459,698 tokens
2026-08-18
65,722,743,541 tokens
65,722,743,541 tokens
2026-08-19
67,082,320,113 tokens
67,082,320,113 tokens
2026-08-20
61,276,907,269 tokens
61,276,907,269 tokens
2026-08-21
59,016,463,259 tokens
59,016,463,259 tokens
2026-08-22
38,445,410,153 tokens
38,445,410,153 tokens
2026-08-23
43,687,908,576 tokens
43,687,908,576 tokens
2026-08-24
84,528,304,201 tokens
84,528,304,201 tokens
2026-08-25
79,413,844,859 tokens
79,413,844,859 tokens
2026-08-26
66,740,217,989 tokens
66,740,217,989 tokens
2026-08-27
62,484,098,326 tokens
62,484,098,326 tokens
2026-08-28
62,726,513,081 tokens
62,726,513,081 tokens
2026-08-29
52,952,483,409 tokens
52,952,483,409 tokens
2026-08-30
49,299,131,665 tokens
49,299,131,665 tokens
2026-08-31
63,055,691,411 tokens
63,055,691,411 tokens
2026-09-01
60,164,399,392 tokens
60,164,399,392 tokens
2026-09-02
59,830,060,736 tokens
59,830,060,736 tokens
2026-09-03
55,665,699,659 tokens
55,665,699,659 tokens
2026-09-04
77,808,176,168 tokens
77,808,176,168 tokens
2026-09-05
50,325,034,445 tokens
50,325,034,445 tokens
2026-09-06
38,935,397,090 tokens
38,935,397,090 tokens
2026-09-07
57,056,222,491 tokens
57,056,222,491 tokens
2026-09-08
51,923,297,790 tokens
51,923,297,790 tokens
2026-09-09
70,561,074,511 tokens
70,561,074,511 tokens
2026-09-10
101,594,777,609 tokens
101,594,777,609 tokens
2026-09-11
65,263,092,828 tokens
65,263,092,828 tokens
2026-09-12
46,598,172,309 tokens
46,598,172,309 tokens
2026-09-14
55,571,510,385 tokens
55,571,510,385 tokens
2026-09-15
60,198,616,386 tokens
60,198,616,386 tokens
2026-09-16
114,369,116,081 tokens
114,369,116,081 tokens
2026-09-17
90,357,221,501 tokens
90,357,221,501 tokens
2026-09-18
71,421,705,843 tokens
71,421,705,843 tokens
2026-09-19
36,365,635,657 tokens
36,365,635,657 tokens
2026-09-21
48,804,887,623 tokens
48,804,887,623 tokens
2026-09-23
53,008,047,755 tokens
53,008,047,755 tokens
Jul 6, 2026Oct 3, 2026
Daily observations · 76 days
| Date (UTC) | Reported tokens | Reported routes |
|---|---|---|
| Sep 23, 2026 | 53,008,047,755 | 1 |
| Sep 21, 2026 | 48,804,887,623 | 1 |
| Sep 19, 2026 | 36,365,635,657 | 1 |
| Sep 18, 2026 | 71,421,705,843 | 1 |
| Sep 17, 2026 | 90,357,221,501 | 1 |
| Sep 16, 2026 | 114,369,116,081 | 1 |
| Sep 15, 2026 | 60,198,616,386 | 1 |
| Sep 14, 2026 | 55,571,510,385 | 1 |
| Sep 12, 2026 | 46,598,172,309 | 1 |
| Sep 11, 2026 | 65,263,092,828 | 1 |
| Sep 10, 2026 | 101,594,777,609 | 1 |
| Sep 9, 2026 | 70,561,074,511 | 1 |
| Sep 8, 2026 | 51,923,297,790 | 1 |
| Sep 7, 2026 | 57,056,222,491 | 1 |
| Sep 6, 2026 | 38,935,397,090 | 1 |
| Sep 5, 2026 | 50,325,034,445 | 1 |
| Sep 4, 2026 | 77,808,176,168 | 1 |
| Sep 3, 2026 | 55,665,699,659 | 1 |
| Sep 2, 2026 | 59,830,060,736 | 1 |
| Sep 1, 2026 | 60,164,399,392 | 1 |
| Aug 31, 2026 | 63,055,691,411 | 1 |
| Aug 30, 2026 | 49,299,131,665 | 1 |
| Aug 29, 2026 | 52,952,483,409 | 1 |
| Aug 28, 2026 | 62,726,513,081 | 1 |
| Aug 27, 2026 | 62,484,098,326 | 1 |
| Aug 26, 2026 | 66,740,217,989 | 1 |
| Aug 25, 2026 | 79,413,844,859 | 1 |
| Aug 24, 2026 | 84,528,304,201 | 1 |
| Aug 23, 2026 | 43,687,908,576 | 1 |
| Aug 22, 2026 | 38,445,410,153 | 1 |
| Aug 21, 2026 | 59,016,463,259 | 1 |
| Aug 20, 2026 | 61,276,907,269 | 1 |
| Aug 19, 2026 | 67,082,320,113 | 1 |
| Aug 18, 2026 | 65,722,743,541 | 1 |
| Aug 17, 2026 | 64,671,459,698 | 1 |
| Aug 16, 2026 | 36,191,214,567 | 1 |
| Aug 15, 2026 | 32,719,739,905 | 1 |
| Aug 14, 2026 | 120,525,772,219 | 1 |
| Aug 13, 2026 | 132,772,678,225 | 1 |
| Aug 12, 2026 | 102,739,194,840 | 1 |
| Aug 11, 2026 | 90,494,490,729 | 1 |
| Aug 10, 2026 | 74,098,721,871 | 1 |
| Aug 9, 2026 | 69,453,891,739 | 1 |
| Aug 8, 2026 | 67,083,438,942 | 1 |
| Aug 7, 2026 | 65,957,499,109 | 1 |
| Aug 6, 2026 | 86,471,170,744 | 1 |
| Aug 5, 2026 | 91,810,015,169 | 1 |
| Aug 4, 2026 | 83,651,563,004 | 1 |
| Aug 3, 2026 | 84,135,227,467 | 1 |
| Aug 2, 2026 | 39,907,287,553 | 1 |
| Aug 1, 2026 | 42,182,622,248 | 1 |
| Jul 31, 2026 | 82,560,039,062 | 1 |
| Jul 30, 2026 | 98,571,848,264 | 1 |
| Jul 29, 2026 | 101,141,630,455 | 1 |
| Jul 28, 2026 | 93,436,812,897 | 1 |
| Jul 27, 2026 | 99,839,211,259 | 1 |
| Jul 26, 2026 | 59,637,742,726 | 1 |
| Jul 25, 2026 | 59,311,880,152 | 1 |
| Jul 24, 2026 | 163,758,425,449 | 1 |
| Jul 23, 2026 | 230,065,088,342 | 1 |
| Jul 22, 2026 | 317,359,762,359 | 1 |
| Jul 21, 2026 | 401,273,145,375 | 1 |
| Jul 20, 2026 | 211,838,336,477 | 1 |
| Jul 19, 2026 | 95,177,438,408 | 1 |
| Jul 18, 2026 | 180,363,440,224 | 1 |
| Jul 17, 2026 | 323,147,598,061 | 1 |
| Jul 16, 2026 | 332,385,610,815 | 1 |
| Jul 15, 2026 | 361,779,510,479 | 1 |
| Jul 14, 2026 | 378,923,948,078 | 1 |
| Jul 13, 2026 | 398,638,719,112 | 1 |
| Jul 12, 2026 | 215,925,763,168 | 1 |
| Jul 11, 2026 | 200,800,244,084 | 1 |
| Jul 10, 2026 | 307,464,204,437 | 1 |
| Jul 9, 2026 | 337,845,497,903 | 1 |
| Jul 8, 2026 | 363,185,750,867 | 1 |
| Jul 7, 2026 | 313,331,926,323 | 1 |
Source: OpenRouter (openrouter.ai/rankings), as of Oct 4, 2026. CC BY 4.0. Totals include only individually published routes. Tokenizers differ by provider; the aggregated “other” category is never assigned to a model.
Technical details & API
Explore specifications, supported parameters, reasoning controls, and API identifiers for each OpenRouter route.
anthropic/claude-opus-4.8Observed - Context
- 1,000,000
- Maximum output
- 128,000
- Tokenizer
- Claude
- Input
- text, image, file
- Output
- text
- Moderation
- Yes
- Added to OpenRouter
- 2026-05-27
Base URL
https://openrouter.ai/api/v1Model ID
anthropic/claude-opus-4.8Version ID
anthropic/claude-4.8-opus-20260528Reasoning
- Required
- No
- Enabled by default
- No
- Default effort
- high
- Supported efforts
- max, xhigh, high, medium, low
Supported parameters
include_reasoningmax_completion_tokensmax_tokensreasoningreasoning_effortresponse_formatstopstructured_outputstemperaturetool_choicetoolsverbosity
Frequently asked questions
Answers based on the model metadata and serving offers currently in the catalog.
How much does Claude Opus 4.8 cost?
Listed rates start at $0.00 per million input tokens and $0.00 per million output tokens. Prices vary by provider and configuration; see Pricing for details.
Which providers offer Claude Opus 4.8?
There are 67 cataloged offers across 45 providers. Compare model IDs, prices and limits in Providers.
What is the context window?
The cataloged model context is 1,000,000 tokens. Each serving endpoint may apply a different limit.
Does it support tools and structured output?
Tool calling: Yes. Structured output: Not reported. Support can vary by endpoint.
Catalog history · 2 recorded revisions
Metadata observations since this model was first cataloged. These are not model release versions.
- ·
d9c4edc93277 - ·
b23d7d71f5b9