Meta: Muse Spark 1.2 vs MoonshotAI: Kimi K3
Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-11-12.
| Meta: Muse Spark 1.2 | MoonshotAI: Kimi K3 | |
|---|---|---|
| Vendor | meta | moonshotai |
| Quality Score | 100 | 100 |
| Input Price | $1.25/M | $0.19/M |
| Output Price | $4.25/M | $16.00/M |
| Context Window | 1,048,576 | 1,048,576 |
| Max Output | 943,718 | 943,718 |
| Tool Calling | ✓ | ✓ |
| Structured Output | ✓ | ✓ |
| Reasoning Mode | ✓ | ✓ |
| Vision | ✓ | ✓ |
| Audio | - | - |
The verdict
For a sample job of 1 million input tokens and 250,000 output tokens, Muse Spark 1.2 costs $2.31 and Kimi K3 costs $4.19, so Muse Spark 1.2 is about 1.8 times cheaper for the same work.
Both read up to 1,048,576 tokens at once, roughly 1,573 pages of text.
Across the 10 tasks where they differ, Muse Spark 1.2 scores higher on 6 (SQL Generation, Code Documentation, Regex Writing and others), Kimi K3 on 4 (Code Completion, JSON Extraction, Bulk Data Labeling and others).
Muse Spark 1.2 was released in August 2026 and Kimi K3 in July 2026.
Pick Muse Spark 1.2 if you need lower cost.
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 | Meta: Muse Spark 1.2 | MoonshotAI: Kimi K3 |
|---|---|---|
| SQL Generation | 133 | 132 |
| Code Completion | 118 | 128 |
| Code Documentation | 130 | 128 |
| Regex Writing | 118 | 116 |
| CSV / Spreadsheet Cleanup | 133 | 132 |
| JSON Extraction | 122 | 128 |
| Bulk Data Labeling | 120 | 125 |
| Long-Document Summarization | 137 | 136 |
| Short-Form Summarization | 114 | 120 |
| Blog Post Writing | 121 | 120 |
Scores reflect capability match + benchmark data + pricing for each task. Methodology →