Claude Opus 4.8 Benchmark Details
Claude Opus 4.8 currently shows benchmark results led by GPQA Diamond (6 / 180, score 93.60), LiveBench (4 / 115, score 78.79), HLE (6 / 164, score 57.90). This page also compares it with 2 competitor models and 3 predecessor or same-series models, including performance and pricing views when available. 1 source link is attached for reference.
Benchmark Results
Benchmark Results
General Knowledge
7 evaluationsCoding and Software Engineer
3 evaluationsAI Agent - Tool Usage
3 evaluationsCompetitor Comparison
Benchmark scores for Claude Opus 4.8 compared against top models in its class
9 benchmarks with comparable scores. Each model shows its best score; mode label is displayed below.
| Benchmark | Claude Opus 4.8Current | GPT-5.5 | Gemini 3.1 Pro Preview |
|---|---|---|---|
HLE 综合评估 | 57.90Extended Thinking ｜ Tools | 52.20Thinking Level · High ｜ Tools | 51.40Thinking Level · High ｜ Tools |
LiveBench 综合评估 | 78.79Deep Thinking Mode | 80.71Deep Thinking Mode | 79.93Thinking Level · High |
DeepSWE 编程与软件工程 | 59.00Deep Thinking Mode ｜ Tools | 67.00Thinking Level · Extra High ｜ Tools | -- |
SWE-Bench Pro - Public 编程与软件工程 | 69.20Extended Thinking ｜ Tools | 58.60Thinking Level · High ｜ Tools | 54.20Thinking Level · High ｜ Tools |
SWE-bench Verified 编程与软件工程 | 88.60Extended Thinking ｜ Tools | -- | 80.60Thinking Level · High ｜ Tools |
Simple Bench 常识推理 | 64.80Standard Mode | 69.00Standard Mode | 79.60Standard Mode |
BrowseComp AI Agent - 信息收集 | 84.30Thinking Level · High ｜ Tools | 84.40Thinking Level · High ｜ Tools | 85.90Thinking Level · High ｜ Tools |
MCP-Atlas AI Agent - 工具使用 | 82.20Deep Thinking Mode ｜ Tools | 75.30Thinking Level · Extra High ｜ Tools | -- |
OSWorld-Verified AI Agent - 工具使用 | 83.40Extended Thinking ｜ Tools | 78.70Thinking Level · High ｜ Tools | -- |
Standard API Pricing: Claude Opus 4.8 vs. Peer Models
Shows standard text input and output pricing side by side for each model. If extended-context pricing exists, the chart keeps the base rate and explains the threshold below.
Source: DataLearnerAI. Standard text prices shown here use the default supplier. · USD / 1M tokens
When a context threshold exists, the charted base price only applies within these limits:
| Model | Supplier | Standard input | Standard output | Base price applies to |
|---|---|---|---|---|
Claude Opus 4.8 | Anthropic | $5 / 1M tokens | $25 / 1M tokens | — |
GPT-5.5 | OpenAI | $5 / 1M tokens | $30 / 1M tokens | — |
Gemini 3.1 Pro Preview | Google Deep Mind | $2 / 1M tokens | $12 / 1M tokens | <= 200K |
Version History
How each version of the Claude Opus 4.8 series stacks up on benchmark tests
10 benchmarks with comparable scores. Each model shows its best score; mode label is displayed below.· Click a row to view its trend chart.
| Benchmark | Claude Opus 4.8Current | Opus 4.7 | Claude Opus 4.6 | Opus 4.5 |
|---|---|---|---|---|
HLE 综合评估 | 57.90Extended Thinking ｜ Tools | 54.70Extended Thinking ｜ Tools | 53.00Extended Thinking ｜ Tools | 43.20Extended Thinking ｜ Tools |
LiveBench 综合评估 | 78.79Deep Thinking Mode | 76.91Deep Thinking Mode | 76.33Thinking Level · High | 75.9664K |
SWE-Bench Pro - Public 编程与软件工程 | 69.20Extended Thinking ｜ Tools | 64.30Extended Thinking ｜ Tools | -- | -- |
SWE-bench Verified 编程与软件工程 | 88.60Extended Thinking ｜ Tools | 87.60Extended Thinking ｜ Tools | 80.84Extended Thinking ｜ Tools | 80.90Extended Thinking ｜ Tools |
Simple Bench 常识推理 | 64.80Standard Mode | -- | 67.60Standard Mode | 62.00Extended Thinking |
BrowseComp AI Agent - 信息收集 | 84.30Thinking Level · High ｜ Tools | 79.30Extended Thinking ｜ Tools | 84.00Thinking Enabled ｜ Tools | -- |
GDPval-AA 生产力知识 | 1890.00Extended Thinking ｜ Tools | -- | 1606.00Extended Thinking ｜ Tools | -- |
MCP-Atlas AI Agent - 工具使用 | 82.20Deep Thinking Mode ｜ Tools | 79.10Deep Thinking Mode ｜ Tools | 76.80Deep Thinking Mode ｜ Tools | 69.80Thinking Level · High ｜ Tools |
OSWorld-Verified AI Agent - 工具使用 | 83.40Extended Thinking ｜ Tools | 78.00Extended Thinking ｜ Tools | 72.70Extended Thinking ｜ Tools | -- |
TerminalBench 2.1 AI Agent - 工具使用 | 78.90Thinking Level · High ｜ Tools | 69.70Thinking Level · High ｜ Tools | -- | -- |
Single-Benchmark Version Trend
Viewing: HLE · 综合评估
Standard API Pricing Across the Claude Opus 4.8 Series
Shows standard text input and output pricing side by side for each model. If extended-context pricing exists, the chart keeps the base rate and explains the threshold below.
Source: DataLearnerAI. Standard text prices shown here use the default supplier. · USD / 1M tokens
When a context threshold exists, the charted base price only applies within these limits:
| Model | Supplier | Standard input | Standard output | Base price applies to |
|---|---|---|---|---|
Claude Opus 4.8 | Anthropic | $5 / 1M tokens | $25 / 1M tokens | — |
Opus 4.7 | Anthropic | $5 / 1M tokens | $25 / 1M tokens | — |
Claude Opus 4.6 | Anthropic | $5 / 1M tokens | $25 / 1M tokens | <= 200K |
Opus 4.5 | Facebook AI研究实验室 | $5 / 1M tokens | $25 / 1M tokens | — |