ByteDance Seed: Seed 2.1 Turbo vs xAI: Grok Latest
Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-09-27.
| ByteDance Seed: Seed 2.1 Turbo | xAI: Grok Latest | |
|---|---|---|
| Vendor | bytedance-seed | ~x-ai |
| Quality Score | 100 | 100 |
| Benchmark Score | - | 5.8 |
| Input Price | $0.50/M | $1.60/M |
| Output Price | $2.50/M | $4.80/M |
| Context Window | 262,144 | 500,000 |
| Max Output | 235,929 | 450,000 |
| Tool Calling | ✓ | ✓ |
| Structured Output | ✓ | ✓ |
| Reasoning Mode | ✓ | ✓ |
| Vision | ✓ | ✓ |
| Audio | - | - |
| Benchmark Scores | ||
| ai_index | - | 11.4 |
The verdict
For a sample job of 1 million input tokens and 250,000 output tokens, Seed 2.1 Turbo costs $1.12 and Grok Latest costs $2.80, so Seed 2.1 Turbo is about 2.5 times cheaper for the same work.
Grok Latest reads up to 500,000 tokens at once, roughly 750 pages of text, against about 393 pages for Seed 2.1 Turbo.
Only Seed 2.1 Turbo offers video input.
Across the 20 tasks where they differ, Seed 2.1 Turbo scores higher on 4 (Code Completion, JSON Extraction, Bulk Data Labeling and others), Grok Latest on 16 (SQL Generation, Code Review, Code Refactoring and others).
Seed 2.1 Turbo was released in August 2026 and Grok Latest in July 2026.
Pick Seed 2.1 Turbo if you need lower cost or video input; pick Grok Latest if you need long documents or the stronger all-round task scores.
Costs use current list prices per million tokens; page counts assume about 0.75 words per token and 500 words per page.
Who wins by task?
| Task | ByteDance Seed: Seed 2.1 Turbo | xAI: Grok Latest |
|---|---|---|
| SQL Generation | 130 | 134 |
| Code Review | 126 | 134 |
| Code Completion | 128 | 118 |
| Code Refactoring | 127 | 137 |
| Bug Fixing | 130 | 138 |
| Unit Test Generation | 121 | 125 |
| Code Documentation | 125 | 131 |
| Regex Writing | 119 | 119 |
| CI/CD Pipelines | 117 | 121 |
| Frontend Component Design | 122 | 123 |
| Data Analysis | 124 | 125 |
| CSV / Spreadsheet Cleanup | 128 | 133 |
| ETL Scripting | 122 | 129 |
| JSON Extraction | 131 | 122 |
| Bulk Data Labeling | 129 | 120 |
| OCR / Document Parsing | 128 | 131 |
| Table Extraction from PDFs | 128 | 131 |
| Long-Document Summarization | 129 | 139 |
| Short-Form Summarization | 123 | 115 |
| Blog Post Writing | 118 | 122 |
Scores reflect capability match + benchmark data + pricing for each task. Methodology →