Claude Opus 4.7 (Adaptive Reasoning, Max Effort)

April 16, 2026Last synced Aug 1, 2026, 12:18 AM

Human Frontier

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Human-calibrated frontier signal, backed by Arena-style preference evidence and separate from raw AgMoBench benchmark composite scores.

Blended Price

$10.00/M

Input Price

$5.00/M

Output Price

$25.00/M

Speed

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TTFT

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Benchmark Scores

Intelligence Index

Performance Radar

Claude Opus 4.7 (Adaptive Reasoning, Max Effort)

Field Average

External Benchmarks

Apex Agentsepoch_ai

How Claude Opus 4.7 (Adaptive Reasoning, Max Effort) Compares

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Blended Price (USD)$0.00 – $37.5

AgMoBench Overall≥ 1.8

Providers

ai2ai21-labsalibabaanthropicarceeawsazurebaidu

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Bubble size = Context Window

8191.00

2000000.00

Compare with other models

Senior SWE-Bench v2026.06senior_swe_bench

v2026.06 · official-100-task · Claude Opus 4.7 (max) · harness mini-swe-agent · effort max · 1 attempt · pass@1 · harbor:snorkel-ai/senior-swe-bench-v2026.06 · provider anthropic/claude-opus-4-7 · record opus-mini-swe · run aa0d49c0880d35d45f85fa7ee0c9f7bc0bc261fd1803632a0b2f0e96eff1b538

View run source

Source metadata

{
  "taskCount": 100,
  "agentGroup": "mini-swe-agent:claude-opus-4-7",
  "basicPassAt1": 46.808510638297875,
  "basicPassAt3": 56.38297872340425,
  "datasetPackage": "snorkel-ai/senior-swe-bench-v2026.06",
  "publicTaskCount": 50,
  "tastefulPassAt1": 18.085106382978726,
  "tastefulPassAt3": 34.04255319148936,
  "agentDescription": "Claude Opus 4.7 via mini-swe-agent harness (Portkey→Bedrock)",
  "privateTaskCount": 50,
  "upstreamProvider": "anthropic",
  "upstreamRunCount": 50,
  "averageAgentSteps": 284.63829787234044,
  "averageOutputTokens": 100937.73404255319,
  "averageTotalCostUsd": 21.950259461702124,
  "averageOutputCostUsd": 2.5234433510638294,
  "basicAllThreePassRate": 31.914893617021278,
  "tastefulAllThreePassRate": 9.574468085106384
}

Evidence observed 2026-07-22

18.1 / 100

Senior SWE-Bench v2026.06senior_swe_bench

v2026.06 · official-100-task · Claude Opus 4.7 (max) · harness mini-swe-agent · effort max · 1 attempt · pass@1 · harbor:snorkel-ai/senior-swe-bench-v2026.06 · provider anthropic/claude-opus-4-7 · record opus-mini-swe · run 1d69314975a9519f64c507748d04762ded7853ebf34982811a94ac3a27ba2f9e

View run source

Source metadata

{
  "taskCount": 100,
  "agentGroup": "mini-swe-agent:claude-opus-4-7",
  "basicPassAt1": 39.08045977011494,
  "datasetPackage": "snorkel-ai/senior-swe-bench-v2026.06",
  "publicTaskCount": 50,
  "tastefulPassAt1": 13.793103448275861,
  "agentDescription": "Claude Opus 4.7 via mini-swe-agent harness (Portkey→Bedrock)",
  "privateTaskCount": 50,
  "upstreamProvider": "anthropic",
  "upstreamRunCount": 50,
  "averageAgentSteps": 157.95402298850576,
  "averageOutputTokens": 97643.86206896552,
  "averageTotalCostUsd": 8.871201140229886,
  "averageOutputCostUsd": 2.4410965517241383
}

Evidence observed 2026-06-30

13.8 / 100

Terminal-Bench 2.1terminal_bench

v2.1 · official-leaderboard · Opus 4.7 (max) · harness claude-code@2.1.123 · effort max · 5 attempts · harbor:terminal-bench/terminal-bench-2-1 · provider anthropic/claude-opus-4-7 · record leaderboard/submissions/2026-05-01-anthropic-claude-opus-4-7-max-claude-code.json · run 10e2e56b-ed31-5f65-a489-69f78b902adf

View run source

Source metadata

{
  "passAt2": 0.7801,
  "passAt3": 0.8124,
  "passAt4": 0.83,
  "passAt5": 0.8408,
  "taskCount": 89,
  "actualTokens": {
    "output": 14896548,
    "cachedInput": 806584422,
    "uncachedInput": 31873388
  },
  "datasetPackage": "terminal-bench/terminal-bench-2-1",
  "leaderboardUrl": "https://www.tbench.ai/leaderboard/terminal-bench/2.1",
  "pullRequestUrl": "https://github.com/harbor-framework/terminal-bench-2-1/pull/44",
  "agentDisplayUrl": "https://claude.com/claude-code",
  "modelDisplayUrl": "https://www.anthropic.com/news/claude-opus-4-7",
  "actualTrialCount": 447,
  "agentOrganization": "Anthropic",
  "modelOrganization": "Anthropic",
  "actualTotalCostUsd": 599.52,
  "rewardHacksPercent": 0.45,
  "accuracyStandardError": 1.41,
  "submissionDownloadUrl": "https://raw.githubusercontent.com/harbor-framework/terminal-bench-2-1/main/leaderboard/submissions/2026-05-01-anthropic-claude-opus-4-7-max-claude-code.json",
  "disqualifiedTrialCount": 2,
  "expectedAttemptsPerTask": 5,
  "sourceFilterReasoningEffort": "max",
  "actualAverageTrialDurationSeconds": 799.6
}

Evidence observed 2026-05-01

68.9 / 100

Terminal-Bench 2.1terminal_bench

v2.1 · official-leaderboard · Opus 4.7 (max) · harness terminus-2@2.0.0 · effort max · 5 attempts · harbor:terminal-bench/terminal-bench-2-1 · provider anthropic/claude-opus-4-7 · record leaderboard/submissions/2026-05-01-anthropic-claude-opus-4-7-max-terminus-2.json · run 10e2e56b-ed31-5f65-a489-69f78b902adf

View run source

Source metadata

{
  "passAt2": 0.7438,
  "passAt3": 0.782,
  "passAt4": 0.809,
  "passAt5": 0.8315,
  "taskCount": 89,
  "actualTokens": {
    "output": 12451178,
    "cachedInput": 336161721,
    "uncachedInput": 16646631
  },
  "datasetPackage": "terminal-bench/terminal-bench-2-1",
  "leaderboardUrl": "https://www.tbench.ai/leaderboard/terminal-bench/2.1",
  "pullRequestUrl": "https://github.com/harbor-framework/terminal-bench-2-1/pull/46",
  "agentDisplayUrl": "https://www.tbench.ai/news/terminus",
  "modelDisplayUrl": "https://www.anthropic.com/news/claude-opus-4-7",
  "actualTrialCount": 445,
  "agentOrganization": "Terminal-Bench",
  "modelOrganization": "Anthropic",
  "actualTotalCostUsd": 582.26,
  "rewardHacksPercent": 0,
  "accuracyStandardError": 1.37,
  "submissionDownloadUrl": "https://raw.githubusercontent.com/harbor-framework/terminal-bench-2-1/main/leaderboard/submissions/2026-05-01-anthropic-claude-opus-4-7-max-terminus-2.json",
  "disqualifiedTrialCount": 0,
  "expectedAttemptsPerTask": 5,
  "sourceFilterReasoningEffort": "max",
  "actualAverageTrialDurationSeconds": 1042.7
}

Evidence observed 2026-05-01

66.1 / 100