Anthropic
Claude Opus 4.7 Max API Benchmarks, Pricing & Provider Data
Compare Claude Opus 4.7 Max with another model
Choose a model to open its comparison page.
LLM
Claude Opus 4.7 Max benchmark, API pricing, and provider data cover undefined API provider} other undefined API providers}}, with prices starting at $0.714/M.
Anthropic Claude Opus 4.7 Max is a high-capability language model in the Claude series, offering enhanced reasoning, code generation, and multimodal capabilities.
Quality
#43of 112
61.0
LMSpeed score
Cost
$0.714/ 1M · 8:1 in:out
$0.114 in · $0.600 out
Category Performance
Observed-capability estimates with uncertainty reported separately from independent benchmark families.
- Coverage
- 7 / 8
- Methodology
- V3.0
#1Multimodal60.4Provisional1/4 Measured dimensions
80% interval: 44.3–76.5
perception ocrPrior only
document spatial60.4
charxiv · charxiv
visual reasoningPrior only
video actionPrior only
#2Knowledge59.9Provisional1/4 Measured dimensions
80% interval: 45.9–73.9
broad knowledge59.9
aa_omniscience · aa_omniscience_index / benchlm_category_knowledge · benchlm_category_knowledge
professional knowledgePrior only
factualityPrior only
retrieval open bookPrior only
#3Coding59.8RatedGlobal rank #54/4 Measured dimensions
80% interval: 52.9–66.6
code generation59.5
scicode · aa_sci_code
repository engineering59
swe_pro · swe_pro
debugging testing70
swe_verified · swe_verified
tooling quality50.5
terminalbench · benchlm_coding_terminal_bench2
#4Reasoning56RatedGlobal rank #143/4 Measured dimensions
80% interval: 47.2–64.7
abstract logic51.3
arc_agi · arc_agi2
scientific causal61.3
critpt · critpt / gpqa · aa_gpqa_diamond / hle · aa_hle / hle · hle_no_tools
multistep constraintsPrior only
evidence verification55.3
lcr · lcr
#5Agents55.9RatedGlobal rank #223/4 Measured dimensions
80% interval: 48.2–63.6
planningPrior only
tool use55.4
mcp_atlas · mcp_atlas / tau · tau2_bench
environment execution56.8
browsecomp · browse_comp / gdpval_aa · benchlm_agentic_gdpval_aa / itbench · aa_itbench / osworld · os_world2 / osworld · os_world_verified / terminalbench · benchlm_agentic_terminal_bench2
recovery reliability55.4
cyber_gym · cyber_gym / jobbench · job_bench
#6Instruction following48.9Provisional1/4 Measured dimensions
80% interval: 32.9–64.9
constraint followingPrior only
structured outputPrior only
novel instruction generalization48.9
ifbench · aa_if_bench
long multiturn instructionPrior only
#7Math48Provisional1/4 Measured dimensions
80% interval: 30.5–65.5
foundational mathPrior only
competition mathPrior only
proof frontier48
frontiermath · frontier_math
applied tool mathPrior only
No data:Multilingual
Specifications
Rankings
Excels at
It's decent at
Falls behind in
Detailed scores
Updated: Sep 13, 2026Overall
undefined metric} other undefined metrics}}
Overall score61.0#43 / 112
Overall
undefined metric} other undefined metrics}}
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
Agents
V3.0undefined metric} other undefined metrics}} · Rated
Score55.9#2280% interval48.2–63.63/4 Measured dimensionsAgentic score64.7#34 / 77Terminal-Bench 2.069.4#18 / 53
Agents
V3.0undefined metric} other undefined metrics}} · Rated
Dimensions and evidence
Planning & decompositionPrior only
Tool use55.4
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
mcp_atlas · mcp_atlas · z 0.39 · q 1.00
tau · tau2_bench · z 0.13 · q 1.00
Environment & long-horizon execution56.8
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
browsecomp · browse_comp · z -0.20 · q 1.00
gdpval_aa · benchlm_agentic_gdpval_aa · z 0.58 · q 1.00
itbench · aa_itbench · z 0.50 · q 1.00
osworld · os_world2 · z -0.10 · q 1.00
osworld · os_world_verified · z 0.49 · q 1.00
terminalbench · benchlm_agentic_terminal_bench2 · z 0.37 · q 1.00
Recovery & completion reliability55.4
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
cyber_gym · cyber_gym · z -0.42 · q 1.00
jobbench · job_bench · z 0.60 · q 1.00
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
Coding
V3.0undefined metric} other undefined metrics}} · Rated
Score59.8#580% interval52.9–66.64/4 Measured dimensionsCoding score62.8#19 / 87SWE-bench Verified87.6#4 / 49
Coding
V3.0undefined metric} other undefined metrics}} · Rated
Dimensions and evidence
Code generation59.5
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
scicode · aa_sci_code · z 1.10 · q 1.00
Repository engineering59
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
swe_pro · swe_pro · z 1.30 · q 1.00
Debugging & testing70
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
swe_verified · swe_verified · z 2.66 · q 1.00
Tool-assisted development & quality50.5
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
terminalbench · benchlm_coding_terminal_bench2 · z 0.09 · q 1.00
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
Reasoning
V3.0undefined metric} other undefined metrics}} · Rated
Score56#1480% interval47.2–64.73/4 Measured dimensionsGPQA94.2%#5 / 218HLE54.7%#6 / 216
Reasoning
V3.0undefined metric} other undefined metrics}} · Rated
Dimensions and evidence
Abstract logic51.3
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
arc_agi · arc_agi2 · z 0.08 · q 1.00
Scientific & causal reasoning61.3
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
critpt · critpt · z 0.56 · q 1.00
gpqa · aa_gpqa_diamond · z 1.04 · q 1.00
hle · aa_hle · z 0.93 · q 1.00
hle · hle_no_tools · z 0.46 · q 1.00
Multi-step constraintsPrior only
Evidence integration & verification55.3
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
lcr · lcr · z 0.36 · q 1.00
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
Knowledge
V3.0undefined metric} other undefined metrics}} · Provisional
Score59.980% interval45.9–73.91/4 Measured dimensionsKnowledge score79.6#17 / 83GPQA-D94.2#4 / 32
Knowledge
V3.0undefined metric} other undefined metrics}} · Provisional
Dimensions and evidence
Broad knowledge59.9
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
aa_omniscience · aa_omniscience_index · z 1.04 · q 1.00
benchlm_category_knowledge · benchlm_category_knowledge · z 0.59 · q 1.00
Professional knowledgePrior only
FactualityPrior only
Retrieval & open-book usePrior only
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
Artificial Analysis Intelligence IndexV3 evidence
LMSpeed rank#24
Score40.7
Sourcebenchlm.ai
UpdatedSep 13, 2026
Confidence3
AA-Omniscience IndexV3 evidence
LMSpeed rank#10
Score27.3
Sourcebenchlm.ai
UpdatedSep 13, 2026
Confidence3
AA-Omniscience Hallucination Rate
LMSpeed rank#83
Score42.3
Sourcebenchlm.ai
UpdatedSep 13, 2026
Confidence3
Math
V3.0undefined metric} other undefined metrics}} · Provisional
Score4880% interval30.5–65.51/4 Measured dimensionsFrontierMath (legacy)43.8#7 / 7
Math
V3.0undefined metric} other undefined metrics}} · Provisional
Dimensions and evidence
Foundational mathPrior only
Competition mathPrior only
Advanced proofs48
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
frontiermath · frontier_math · z -0.31 · q 0.58
Applied & tool-assisted mathPrior only
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
FrontierMath (legacy)V3 evidence
LMSpeed rank#7
Score43.8
Sourcebenchlm.ai
UpdatedSep 13, 2026
Confidence3
Multilingual
V3.0undefined metric} other undefined metrics}} · No data
No data80% interval30.8–69.20/4 Measured dimensions
Multilingual
V3.0undefined metric} other undefined metrics}} · No data
Dimensions and evidence
Cross-language understandingPrior only
Multilingual generationPrior only
Reasoning transferPrior only
Low-resource robustnessPrior only
Multimodal
V3.0undefined metric} other undefined metrics}} · Provisional
Score60.480% interval44.3–76.51/4 Measured dimensionsMultimodal Grounded score50.3#47 / 56OfficeQA Pro43.6#10 / 10
Multimodal
V3.0undefined metric} other undefined metrics}} · Provisional
Dimensions and evidence
Perception & OCRPrior only
Document & spatial understanding60.4
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
charxiv · charxiv · z 1.53 · q 1.00
Visual reasoningPrior only
Video & grounded actionPrior only
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
Instruction following
V3.0undefined metric} other undefined metrics}} · Provisional
Score48.980% interval32.9–64.91/4 Measured dimensionsAA-IFBench58.6#50 / 84
Instruction following
V3.0undefined metric} other undefined metrics}} · Provisional
Dimensions and evidence
Constraint followingPrior only
Structured outputPrior only
Novel-instruction generalization48.9
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
ifbench · aa_if_bench · z -0.43 · q 1.00
Multi-turn & long instructionsPrior only
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
Pricing Comparison
Compare Claude Opus 4.7 Max API pricing across 11 providers. Prices range from $0.714/M to $90.00/M. Gpt API offers the lowest rate at $0.714/M.
| Provider | Health | Model Variant | Group | Input ($/M) | Output ($/M) | Speed (t/s) | First token | Audit |
|---|---|---|---|---|---|---|---|---|
L1 100% | claude-opus-4-7-max | claude_kiro | $1.75/M | $8.75/M | — | — | — | |
L1 100% | claude-opus-4-7-max | claude-awsb-企业版 | $2.08/M Cache read$0.208/MCache write$2.60/MCache write 1h$4.16/M | $10.40/M | — | — | — | |
L1 99% | claude-opus-4-7-max | Claudecode-求稳分组 | $6.00/M | $30.00/M | — | — | — | |
L1 99% | claude-opus-4-7-max | claude-reverse | $4.50/M | $22.50/M | — | — | — | |
L1 93% | claude-opus-4-7-max | claude_kiro | $1.75/M | $8.75/M | — | — | — | |
L1 100% | claude-opus-4-7-max | default | $0.714/M | $3.57/M | — | — | — | |
L1 99% | claude-opus-4-7-max | default | $30.00/M Cache read$3.00/MCache write$37.50/MCache write 1h$60.00/M | $150.00/M | — | — | — |
Alternatives & Similar Models
GPT-5.4
gpt-5-4
OpenAI GPT-5.4 extends the GPT-5 family with stronger instruction following, deeper tool use, and improved performance on coding, math, and long-document analysis.
29 shared providers
Claude Opus 4.6
claude-opus-4-6
Anthropic Claude Opus 4.6 is the most capable Claude Opus tier, optimized for complex analysis, long-horizon coding, and high-stakes enterprise reasoning workloads.
29 shared providers
Claude Sonnet 4.6
claude-sonnet-4-6
Anthropic Claude Sonnet 4.6 extends the Sonnet line with improved tool use, coding reliability, and long-context performance for everyday production workloads.
29 shared providers
Claude Opus 4.7
claude-opus-4-7
Anthropic Claude Opus 4.7 targets frontier-level analysis, complex coding, and autonomous workflows that require deep multi-step reasoning.
29 shared providers
GPT-5.2
gpt-5-2
OpenAI GPT-5.2 is a GPT-5 series model emphasizing advanced reasoning, multimodal understanding, and high-quality outputs for complex enterprise workloads.
28 shared providers
GPT-5.4 Mini
gpt-5-4-mini
OpenAI GPT-5.4 Mini is a compact language model in the GPT-5 series, optimized for quick responses and high throughput.
28 shared providers
Frequently Asked Questions
- What benchmark data does Claude Opus 4.7 Max include?
- LMSpeed shows Claude Opus 4.7 Max benchmark context, API price, output speed, first-token latency, and provider data across 11 providers when those signals are available.
- What is the Claude Opus 4.7 Max API price?
- Claude Opus 4.7 Max has pricing from undefined provider} other undefined providers}}, ranging from $0.714/M to $90.00/M. Gpt API has the lowest listed price.
- What does the Claude Opus 4.7 Max API pricing table include?
- The Claude Opus 4.7 Max API pricing table compares 11 providers by input price, output price, free tier status, speed, first-token latency, and recent health data when available.
- Which provider has the cheapest Claude Opus 4.7 Max API pricing?
- Gpt API currently has the lowest listed Claude Opus 4.7 Max price at $0.714/M across undefined provider} other undefined providers}}.
- Is Claude Opus 4.7 Max API free?
- Claude Opus 4.7 Max does not currently have a free API tier on LMSpeed. All 11 providers charge per token.