Anthropic: Claude Opus 4.7 (batch)
Claude Opus 4.7 (batch) is Anthropic's model offered through batch access, accepting text, image, and file inputs. It provides a context window of 1,000,000 tokens and can return up to 128,000 tokens in a single completion, which suits long documents, large codebases, or multi-file inputs. The model supports tool use and reasoning; structured output support is not specified in the available data, so confirm it before relying on schema-constrained responses. At $2.50 per million input tokens and $12.50 per million output tokens, it is a paid option where output-heavy workloads drive cost. Its blended benchmark score of 88.4 across five independent benchmarks is backed by moderate coverage. Coding is its clearest strength, with a top AI Index coding score of 100.0 and 72.0 on Aider Polyglot. Agentic (73.2) and EQ-Bench (73.4) results are lower, so teams prioritizing coding and long-context batch jobs should shortlist it first.
Benchmark results
Independent, published benchmarks. Blended score 88.4 across 5 benchmarks, last refreshed 2026-11-08. How scoring works →
| Benchmark | Measures | Score |
|---|---|---|
| Aider Polyglot | code editing across languages | 72.0 |
| AI Index | broad capability composite | 88.3 |
| AI Index Coding | software engineering tasks | 100.0 |
| AI Index Agentic | multi-step tool-using tasks | 73.2 |
| EQ-Bench | emotional understanding in dialogue | 73.4 |
- Model ID
- anthropic/claude-opus-4.7:batch
- Vendor
- anthropic
- Released
- April 2026
- Tokenizer
- Claude
- Input Modalities
- text, image, file
- Output Modalities
- text
- Max Output
- 128,000 tokens
- Tool Calling
- ✓ supported
- Structured Output
- ✓ supported
- Reasoning Mode
- ✓ supported
- Vision
- ✓ accepts images
- Audio
- no
- Moderated
- yes
What it costs in practice
Computed from the current $2.50/M input and $12.50/M output rates. Run your own numbers →
| Job | Tokens | Cost |
|---|---|---|
| Summarize a 50-page report | 30k in / 1.5k out | $0.09 |
| Classify 1,000 customer emails | 500k in / 50k out | $1.88 |
| A month of a busy support chatbot | 5M in / 2M out | $37.50 |
Strong choice for
SQL Generation
Code Review
Code Refactoring
Bug Fixing
Unit Test Generation
Code Documentation
Category rankings
Where Anthropic: Claude Opus 4.7 (batch) places across the 64 categories it ranks in. How we rank →
| # | Category | Score |
|---|---|---|
| #1 | SQL GenerationCode · of 25 ranked | 187 |
| #1 | Code ReviewCode · of 25 ranked | 188 |
| #1 | Code RefactoringCode · of 25 ranked | 183 |
| #1 | Bug FixingCode · of 25 ranked | 201 |
| #1 | Unit Test GenerationCode · of 25 ranked | 170 |
| #1 | Code DocumentationCode · of 25 ranked | 151 |
| #1 | Regex WritingCode · of 25 ranked | 142 |
| #1 | CI/CD PipelinesCode · of 25 ranked | 158 |
| #1 | Frontend Component DesignCode · of 25 ranked | 157 |
| #1 | Data AnalysisData · of 25 ranked | 188 |
| #1 | CSV / Spreadsheet CleanupData · of 25 ranked | 165 |
| #1 | ETL ScriptingData · of 25 ranked | 171 |
| #1 | OCR / Document ParsingData · of 25 ranked | 154 |
| #1 | Table Extraction from PDFsData · of 25 ranked | 154 |
| #1 | Long-Document SummarizationWriting · of 25 ranked | 176 |
| #1 | Blog Post WritingWriting · of 25 ranked | 151 |
| #1 | Marketing CopyWriting · of 25 ranked | 138 |
| #1 | Creative WritingWriting · of 25 ranked | 176 |
| #1 | Screenwriting & DialogWriting · of 25 ranked | 176 |
| #1 | Language TranslationWriting · of 25 ranked | 142 |
| #1 | Transcript CleanupWriting · of 25 ranked | 147 |
| #1 | Academic WritingWriting · of 25 ranked | 176 |
| #1 | Legal DraftingProfessional · of 25 ranked | 176 |
| #1 | Legal ResearchProfessional · of 25 ranked | 188 |
| #1 | Contract ReviewProfessional · of 25 ranked | 200 |
| #1 | Financial AnalysisProfessional · of 25 ranked | 175 |
| #1 | Medical Note SummarizationProfessional · of 25 ranked | 171 |
| #1 | Scientific ResearchProfessional · of 25 ranked | 188 |
| #1 | Math TutoringEducation · of 25 ranked | 162 |
| #1 | Physics TutoringEducation · of 25 ranked | 163 |
| #1 | History TutoringEducation · of 25 ranked | 159 |
| #1 | Essay GradingEducation · of 25 ranked | 188 |
| #1 | Standardized Test PrepEducation · of 25 ranked | 138 |
| #1 | Sales / Cold EmailBusiness · of 25 ranked | 126 |
| #1 | Meeting NotesBusiness · of 25 ranked | 161 |
| #1 | Resume WritingBusiness · of 25 ranked | 121 |
| #1 | Job Application DraftingBusiness · of 25 ranked | 126 |
| #1 | RFP ResponseBusiness · of 25 ranked | 195 |
| #1 | SOP / Process DocsBusiness · of 25 ranked | 145 |
| #1 | OKRs & Strategic PlanningBusiness · of 25 ranked | 176 |
| #1 | Diagram ExtractionVision · of 25 ranked | 158 |
| #1 | Screenshot DebuggingVision · of 25 ranked | 151 |
| #1 | Chart & Graph ReadingVision · of 25 ranked | 163 |
| #1 | Agent WorkflowsAgents · of 25 ranked | 214 |
| #1 | Browser AutomationAgents · of 25 ranked | 184 |
| #1 | Function / Tool CallingAgents · of 25 ranked | 162 |
| #1 | RAG PipelinesAgents · of 25 ranked | 183 |
| #1 | Long-Context Q&AAgents · of 25 ranked | 172 |
| #1 | Coding AgentsAgents · of 25 ranked | 214 |
| #1 | Character RoleplayPersonal · of 25 ranked | 163 |
| #1 | Fiction CollaboratorPersonal · of 25 ranked | 188 |
| #1 | Journaling HelperPersonal · of 25 ranked | 126 |
| #1 | Recipe GenerationPersonal · of 25 ranked | 126 |
| #1 | Fitness CoachingPersonal · of 25 ranked | 145 |
| #1 | Trip PlanningPersonal · of 25 ranked | 151 |
| #1 | Tutoring for KidsPersonal · of 25 ranked | 142 |
| #1 | Math ProofsResearch · of 25 ranked | 176 |
| #1 | Scientific CodingResearch · of 25 ranked | 201 |
| #1 | Literature ReviewResearch · of 25 ranked | 188 |
| #1 | Experiment DesignResearch · of 25 ranked | 174 |
| #8 | Trivia & General KnowledgePersonal · of 25 ranked | 121 |
| #14 | Email DraftingWriting · of 25 ranked | 126 |
| #14 | Language LearningEducation · of 25 ranked | 126 |
| #21 | JSON ExtractionData · of 25 ranked | 144 |
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Quick answers
- How much does Anthropic: Claude Opus 4.7 (batch) cost?
- $2.50 per million input tokens and $12.50 per million output tokens.
- What is Anthropic: Claude Opus 4.7 (batch)'s context window?
- 1,000,000 tokens, roughly 1,500 pages of text in a single request.
- Does Anthropic: Claude Opus 4.7 (batch) support tool calling?
- It supports tool calling, structured output, a reasoning mode.
- Can Anthropic: Claude Opus 4.7 (batch) process images?
- Yes, it accepts image input.