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ModelCap

Claude Opus 4.8

All-versions archive #17Arena #35API only

Anthropic·anthropic/claude-opus-4.8

Claude Opus 4.8 is ModelCap archive rank #17 (Measured), from the ModelCap Index as of 22 Sept 2026, 02:49 UTC.

Claude Opus 4.8 listed OpenRouter input price is $5.00 per 1M tokens and listed output price is $25.00 per 1M tokens, from OpenRouter listed prices as of 22 Sept 2026, 02:49 UTC.

Claude Opus 4.8 has a published context limit of 1M tokens in the ModelCap catalogue as of 22 Sept 2026, 02:49 UTC.

Claude Opus 4.8 has 11 published OpenRouter serving endpoints, from OpenRouter as of 22 Sept 2026, 02:49 UTC.

Claude Opus 4.8 weight access is api only, from ModelCap classification of published repository metadata as of 22 Sept 2026, 02:49 UTC.

Snapshot facts · download the public dataset · methodology

ModelCap Index · All-versions archive
81.6#17
Measured · 90% support · score interval 76.0–87.2
Evidence as of 21 Sept 2026, 17:21 UTC
Market Gravity
56.0
Secondary market signal

Superseded by Claude Opus 5. It no longer holds a current-board position; its all-versions archive rank is #17.

Input
$5.00
per 1M tokens
Output
$25.00
per 1M tokens
Context
1M
tokens
Providers
11
endpoints
Gateway spend
8.14%
latest · Vercel share

Providers

Uptime measured over the last 30 minutes
ProviderInputOutputContextQuantUptime
Claude Platform on AWSCheapest$5.00$25.001M100.0%
Azureglobal$5.00$25.001M
Amazon Bedrock$5.00$25.001M
Googleglobal$5.00$25.001M99.89%
Anthropic$5.00$25.001M100.0%
Azureus$5.50$27.501M
Amazon Bedrockus$5.50$27.501M
Googleus$5.50$27.501M
Amazon Bedrockeu-west-1$5.50$27.501M
Googleeurope$5.50$27.501M
Anthropicfast$10.00$50.001M100.0%

Reasoning efforts

Best supported result can inform ModelCap

Published Max, X-High, High and other configurations for this model. These are sourced scores, not head-to-head essays.

EffortAgent scoreSource rankSampleSource
High
Claude Opus 4.8 (High)
8.19%
CI 6.99.5%
#62.1M obs
40K sessions
LMArena Agent
Match 100%

Related community configurations

Human preference rating
ConfigurationRatingSource rankVotesSource
High
claude-opus-4-8-high
1481
CI 1477–1486
#2153KLMArena
Match 100%

Other versions (6)

ModelCap Index · All-versions archive

Methodology
81.6
Measured · 7 public benchmark observations across 7 boards
All-versions archive
#17
Public rank basis
Measured (measured)
Index support
90.3% · strong
Index interval
76.0–87.2
Rank posterior
Not available
Top 5 / Top 10 probability
Not available / Not available
Posterior as of
Snapshot timestamp unavailable
Evidence as of
21 Sept 2026, 17:21 UTC
Identity binding
Exact catalogue product · anthropic/anthropic/claude-opus-4.8 · aggregates disclosed benchmark configurations · endpoint configuration not claimed
Index observations used
7
Qualified Index evidence point
81.6
Bayesian Evidence Score · measured evidence input only

BES normalizes admitted public benchmark evidence for measured Index rows. Its legacy score and observables prior do not define the public language rank.

Observed capability
81.6
Evidence status
confirmed · 97% mass
General preference
82.9
Coding
83.7
Agents & tools
71.3
Reasoning
56.5
Evidence breadth
100%
Evidence coverage
90%
Market and catalogue signals · secondary, never the language Index rank
Usage (OpenRouter popularity)
37.0
Liquidity (providers × uptime)
99.7
Open reach (HF downloads)
Surface (context / tools / modalities)
100.0
Freshness
64.0
  • · OpenRouter popularity #38
  • · 5 live providers
  • · Catalogue: context 1000000, reasoning, tools, modalities Text/Image/File
  • · First seen 2026-05-27

These adoption and deployment observations remain context only. They do not change this model's ModelCap Index score or rank.

BES evidence selected · measured input only

The bounded 0–100 capability score blends each source’s competitive placement with its published achievement, then combines capability families. Evidence breadth adds a modest uncertainty adjustment; price and popularity are not part of benchmark-led rank.

Deployment readiness

Metadata index
54.0
partial · 56% metadata coverage
Not capability
Artifact reproducibility
0.0
Access & legal clarity
30.3
Deployability
99.8
Evaluation provenance
89.9

Missing: artifactReproducibility.revision-sha, artifactReproducibility.architecture-and-model-type, artifactReproducibility.parameter-count, artifactReproducibility.serialized-weight-format, artifactReproducibility.base-lineage, accessLegalClarity.declared-license, accessLegalClarity.resolvable-license-terms, evaluationProvenance.evaluation-dataset-revisions.

A metadata completeness and deployability index—not a safety certification, quality grade, or production-readiness claim.

Market activity

Venue coverage
Market Gravity
56.0
OpenRouter weekly popularity
#38 of 322
Vercel token share · 7d
1.74%
Venue data through
2026-09-22

Market Gravity uses OpenRouter’s full-catalogue popularity order. Sparse Vercel top-ten observations appear only when published and do not affect the score.

Arena preference

Status
Ranked
Source
LMArena
Official rank
#35 of 402
Rating
1473.2
95% confidence interval
1469–1477
Votes
53K
Source published at
13 Sept 2026, 00:00 UTC
Category
overall
Identity match confidence
100%

Market Gravity breakdown

Usage55%
37.0

OpenRouter weekly popularity across the full model catalogue.

Liquidity25%
99.7

Independent providers versus the model's open or closed cohort, weighted by uptime.

Open reach15%
50.0

Hugging Face 30-day downloads for open models; neutral for closed models.

Freshness5%
64.0

Time since first public availability, on a six-month half-life.

Specification

Context window
1M tokens
Max output
128K tokens
Inputs
Text, Image, File
Outputs
Text
Tokenizer
Claude
Cached input tokens
$0.50 / 1M
First seen on OpenRouter
27 May 2026

Capabilities

  • Supported: Reasoning
  • Supported: Tool use
  • Supported: Structured output
  • Supported: Response format
  • Not supported: Moderated

Benchmark leaderboards featuring Claude Opus 4.8

All leaderboards
Public benchmark boards on which Claude Opus 4.8 has a published result
LeaderboardScoreSource rankConfigurationPublished
Arena coding leaderboardArena (LMArena)15331527–1540#11 of 397High13 Sept 2026
LMArena Agent leaderboardLMArena8.2%6.9%–9.5%#6 of 46High15 Sept 2026
ARC-AGI-2 leaderboardARC Prize Foundation72.1%#34 of 214High21 Sept 2026
ARC-AGI-3 leaderboardARC Prize Foundation1.5%#18 of 39High21 Sept 2026
Artificial Analysis Intelligence IndexArtificial Analysis41.8#33 of 151intelligence-index:v4.3:max19 Sept 2026
τ²-Bench Telecom (Artificial Analysis run)Artificial Analysis94.4%#31 of 436tau2:telecom:dual-control:pass-at-1:3-repeats:source-model="Claude Opus 4.8 (Adaptive Reasoning, Max Effort)":reasoning=true13 Sept 2026
Humanity's Last Exam (Artificial Analysis run)Artificial Analysis48.7%#19 of 615hle:may-2025:text-only-2158:no-tools:pass-at-1:source-model="Claude Opus 4.8 (Adaptive Reasoning, Max Effort)":reasoning=true13 Sept 2026
Terminal-Bench 4.0 leaderboardTerminal-Bench (Laude Institute)23.6%20.1%–27.2%#20 of 27Claude Code · Max28 May 2026
WildClawBench OpenClaw leaderboardWildClawBench64.7#2 of 34Default20 Jul 2026

Claude Opus 4.8: common questions

How does Claude Opus 4.8 rank among AI models?

Claude Opus 4.8 is a superseded version and is not on the current board as of 22 September 2026. Its archive position, where one exists, is shown on the page; the newer version carries the current rank.

How much does Claude Opus 4.8 cost per 1M tokens?

Claude Opus 4.8 is listed at $5.00 per 1M input tokens and $25.00 per 1M output tokens as of 22 September 2026 across 5 providers. Prices come from the OpenRouter catalogue and re-observe on every refresh. For 1,000 requests using 2,000 input and 500 output tokens each, the listed rates imply $22.50 total (2M input + 0.5M output). This excludes caching, batch discounts, prompt-length tiers, tool charges and retries; verify the chosen endpoint's rate and limits before budgeting.

What is the context window of Claude Opus 4.8?

Claude Opus 4.8 has a published context window of 1M tokens (1,000,000) and a maximum output of 128K tokens. Individual providers can serve less than the published maximum; the providers table lists each endpoint's own limit.

Is Claude Opus 4.8 open-weight?

API only. No downloadable model weights are linked in the current source data; access is through a hosted API or product.

Which API providers serve Claude Opus 4.8?

5 providers serve Claude Opus 4.8 through OpenRouter as of 22 September 2026: Claude Platform on AWS, Azure, Amazon Bedrock, Google and Anthropic. Each provider's price, context limit, quantization and measured uptime are in the providers table above.

Which benchmarks has Claude Opus 4.8 been evaluated on?

Claude Opus 4.8 has published results on 9 public boards tracked by ModelCap as of 22 September 2026: Arena coding 1533 (#11 of 397), LMArena Agent 8.2% (#6 of 46), ARC-AGI-2 72.1% (#34 of 214), ARC-AGI-3 1.5% (#18 of 39) and AA Intelligence Index 41.8 (#33 of 151) and more. Each board page ranks every tracked model on that benchmark; the ModelCap Index combines them with published uncertainty.

When was Claude Opus 4.8 released?

Claude Opus 4.8 first appeared in the catalogue on 27 May 2026. It has since been superseded by Claude Opus 5. Rank and price movements since then are recorded on the site's changes feed.