Side-by-side comparison of pricing, 12 benchmarks, and generation speed.
| Metric | Muse Glimmer (high) | DeepSeek V4 Flash Vision (Reasoning, Max Effort) |
|---|---|---|
| Input ($/M tokens) | $0.32 | $0.44 |
| Output ($/M tokens) | $1.35 | $1.32 |
Verdict. DeepSeek V4 Flash Vision (Reasoning, Max Effort) takes the aggregate benchmark matchup 2–0 across 2 categories. Real workloads usually care about a handful of specific tasks — see the per-benchmark table above.
Pricing. Both models sit in the budget bracket for output-token pricing. At 1.0× the per-million-token cost, DeepSeek V4 Flash Vision (Reasoning, Max Effort) is meaningfully cheaper if your traffic is output-heavy (long completions, document generation, agent loops). DeepSeek V4 Flash Vision (Reasoning, Max Effort) makes more sense when output volume is low and absolute reasoning quality justifies the premium.
Strengths. Muse Glimmer (high) is strongest on Coding Index (49.0), Intelligence Index (35.1). DeepSeek V4 Flash Vision (Reasoning, Max Effort) leads on Coding Index (65.0), Intelligence Index (51.5).
Speed. Throughput is comparable — 109 tok/s vs 120 tok/s — so generation speed shouldn't drive your choice here. Look at the per-benchmark wins instead.
Provider. Meta and DeepSeek sell to overlapping but distinct developer audiences: Meta tends to ship frontier reasoning models with premium positioning, while DeepSeek often prices more aggressively. Your existing vendor relationships, billing, and SLA preferences may matter as much as the raw numbers above.
Workload cost. Workload scenarios (per million requests at 30M input + 15M output tokens): Muse Glimmer (high) costs $29.85 ($358/year); DeepSeek V4 Flash Vision (Reasoning, Max Effort) costs $33.00 ($396/year). At a smaller 5M-input/2M-output scale (single-developer tool or prototype): Muse Glimmer (high) ≈ $4.30/run, DeepSeek V4 Flash Vision (Reasoning, Max Effort) ≈ $4.84/run. At agent/realtime scale (200M input / 100M output per million requests): Muse Glimmer (high) ≈ $199/run, DeepSeek V4 Flash Vision (Reasoning, Max Effort) ≈ $220/run. Muse Glimmer (high) becomes more attractive at higher volume — the absolute per-token pricing difference compounds when you ship at scale.
Recommendation. Both models have legitimate use cases — the right answer depends on whether you are optimizing for benchmark ceiling, latency, or unit cost. Start with the cheaper / faster model, evaluate against your specific task, and only switch if the upgrade shows a meaningful lift.
Data from Artificial Analysis API — 12 benchmarks
Muse Glimmer (high) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.58/M tokens vs $0.66/M for DeepSeek V4 Flash Vision (Reasoning, Max Effort).
DeepSeek V4 Flash Vision (Reasoning, Max Effort) wins 2 out of 12 benchmarks compared to 0 for Muse Glimmer (high). See the detailed benchmark chart above for per-category results.
DeepSeek V4 Flash Vision (Reasoning, Max Effort) generates tokens faster at 120 tok/s vs 109 tok/s. Muse Glimmer (high) also has lower time-to-first-token (0.79s vs 1.08s).
Choose based on your priorities: Muse Glimmer (high) for lower cost, DeepSeek V4 Flash Vision (Reasoning, Max Effort) for stronger benchmark performance, and DeepSeek V4 Flash Vision (Reasoning, Max Effort) for faster generation. For latency-sensitive apps, check the TTFT comparison above.