Claude Sonnet 5 vs Muse Spark 1.3
Claude Sonnet 5 wins on Overall; Muse Spark 1.3 wins on Coding. Every numeric field is compared below, with a worked monthly-cost example and a pick rule for each use case.
Verdict at a glance
Choose Claude Sonnet 5 if you…
- Fast
- Moderately priced
- Anthropic quality
- Value flagship
- Best for: Daily tasks, Fast responses, Coding
Choose Muse Spark 1.3 if you…
- #1 DeepSWE long-horizon coding
- Open weights, self-hostable
- Extremely low cost
- Fast
- Best for: Coding, Open-source deployment, Budget
Head-to-head aggregate scores
Scores are 0–100, aggregated from public benchmark information and independently weighted across three leaderboards. Rank is out of 26 tracked models.
Aggregated from public sources and independently weighted; methodology on the Terms page. Scores within 3 points are treated as statistically tied.
Specs & pricing — every field side by side
List API prices in USD per 1M tokens. The highlighted cell is the stronger value/capability on that row.
| Dimension | Claude Sonnet 5 | Muse Spark 1.3 | Verdict |
|---|---|---|---|
| Vendor | Anthropic (US) | Meta (US) | Different vendors |
| Released | 2026.06 | 2026.09 | Muse Spark 1.3 is newer |
| Overall (rank) | 71 · #15 | 64 · #22 | Claude Sonnet 5 +7 |
| Coding | 73 · #13 | 88 · #5 | Muse Spark 1.3 +15 |
| Multimodal | 76 · #17 | 76 · #17 | Tie |
| Context window | 1M | 256K | Claude Sonnet 5 larger |
| Max output | 128K | 64K | Muse Spark 1.3 longer |
| Effective-context | 95 | 85 | Claude Sonnet 5 more reliable |
| Input $/1M | $3 | $1.25 | Muse Spark 1.3 cheaper |
| Output $/1M | $15 | $4.25 | Muse Spark 1.3 cheaper |
| Cache discount | 90% off | none | Claude Sonnet 5 deeper |
| Speed | ~65 tok/s | ~70 tok/s | Muse Spark 1.3 faster |
| TTFT | 0.5s | 0.4s | Muse Spark 1.3 snappier |
| Function calling | 88 | 72 | Claude Sonnet 5 ahead |
| Refusal rate | ~8% | ~4% | Muse Spark 1.3 less restrictive |
| English | 90 | 84 | Claude Sonnet 5 |
| Chinese | 78 | 62 | Claude Sonnet 5 |
| Modalities | text, image | text, image | Same |
| Open weights | No | Yes | Muse Spark 1.3 is open |
| Fine-tuning | No | Yes | |
| Free tier | No free tier | Open weights free to self-host; hosted API at $1.25/$4.25 per 1M | |
| SOC2 / no-train | yes / yes | no / yes | |
| Private deployment | No | Yes | Muse Spark 1.3 |
Fields drawn from vendor public documentation and the Modelspectra 26-model dataset; speed varies with network, concurrency and prompt length. Verify current pricing before purchase.
Dimension-by-dimension analysis
Reasoning & overall intelligence
Claude Sonnet 5 leads the overall aggregate by 7 points (71 vs 64). That is a meaningful, not marginal, edge on hard, multi-step reasoning, while Muse Spark 1.3 remains a strong generalist that is not out of its depth on routine work.
Agentic coding
This is a clear gap: Muse Spark 1.3 scores 88 against 73. On multi-file edits, SWE-style tickets and long-horizon agent loops Muse Spark 1.3 needs fewer correction turns; Claude Sonnet 5 is still competent for scripts and assisted completion but trails as task complexity rises.
Multimodal
They tie on the multimodal aggregate at 76. Neither emits native video, so the comparison is about parsing images and documents, not generation.
Speed & latency
Muse Spark 1.3 is faster in interactive use: ~70 tok/s with 0.4s TTFT versus ~65 tok/s with 0.5s TTFT (about 1.1× the throughput). For conversational UIs where perceived responsiveness drives retention, that edge is a real product factor even when raw reasoning is lower.
Context: window vs usable recall
Nominal windows are 1M for Claude Sonnet 5 and 256K for Muse Spark 1.3. Effective-context scores point the same way as window size — Claude Sonnet 5 is ahead on usable recall (95 vs 85), so prefer it for long-document work where details cannot be missed.
Price & total cost
Muse Spark 1.3 is the cheaper API at $1.25/$4.25 versus Claude Sonnet 5 at $3/$15 per 1M input/output tokens — list input is about 2.4× lower. Cache discounts (Claude Sonnet 5 90%) shift the effective bill, worked out below.
Chinese vs English
English: Claude Sonnet 5 90 vs Muse Spark 1.3 84. Chinese: 78 vs 62. Both are US-based models; for Chinese-first workloads also compare domestic models on the leaderboard.
Tool use & ecosystem
Function-calling score: Claude Sonnet 5 88 vs Muse Spark 1.3 72, so Claude Sonnet 5 has the edge on structured tool use. Fine-tuning is available from Muse Spark 1.3. Factor in existing SDK/plugin familiarity — switching cost often outweighs a few-point tool-use gap.
Cost worked example — same workload, real token math
Assume a production workload of 100M input + 30M output tokens per month, with 90% of input tokens served from cache. Figures use public list prices.
| Scenario · per month | Claude Sonnet 5 | Muse Spark 1.3 | Gap |
|---|---|---|---|
| List priceno cache applied | $750100M in × $3 + 30M out × $15 | $252100M in × $1.25 + 30M out × $4.25 | 2.98×gap |
| With caching90% of inputs cache-hit | $50790M cached in × $0.3 + 10M in × $3 + 30M out × $15 | $252no published cache discount | 2.01×gap |
Illustrative model; your input/output mix and cache-hit ratio change the result. Prices are list rates before any enterprise agreement.