Compare/DeepSeek V4 Flash 0731 (Reasoning, Max Effort) vs Muse Glimmer (high)

DeepSeek V4 Flash 0731 (Reasoning, Max Effort)vsMuse Glimmer (high)

Side-by-side comparison of pricing, 12 benchmarks, and generation speed.

DeepSeek

DeepSeek V4 Flash 0731 (Reasoning, Max Effort)

Input
$0.44/M
Output
$1.32/M
Speed
140 tok/s
TTFT
1.19s
Meta

Muse Glimmer (high)

Input
$0.32/M
Output
$1.35/M
Speed
109 tok/s
TTFT
0.79s

Winner by Category

Cheaper
Muse Glimmer (high)
Faster (tok/s)
DeepSeek V4 Flash 0731 (Reasoning, Max Effort)
Lower Latency
Muse Glimmer (high)
Benchmarks (2-0)
DeepSeek V4 Flash 0731 (Reasoning, Max Effort)

Pricing Comparison

MetricDeepSeek V4 Flash 0731 (Reasoning, Max Effort)Muse Glimmer (high)
Input ($/M tokens)$0.44$0.32
Output ($/M tokens)$1.32$1.35
Cost for 1M input + 100K output tokens:
DeepSeek V4 Flash 0731 (Reasoning, Max Effort)$0.57
Muse Glimmer (high)$0.46

Speed Comparison

Output Speed (tokens/s) — higher is better
DeepSeek V4 Flash 0731 (Reasoning, Max Effort)
140 tok/s
Muse Glimmer (high)
109 tok/s
Time to First Token (seconds) — lower is better
DeepSeek V4 Flash 0731 (Reasoning, Max Effort)
1.19s
Muse Glimmer (high)
0.79s

Editorial Analysis

Verdict. DeepSeek V4 Flash 0731 (Reasoning, Max Effort) wins the overall benchmark matchup 2–0 across 2 overlapping categories, but raw benchmark score is only one input to the decision.

Pricing. Both models sit in the budget bracket for output-token pricing. At 1.0× the per-million-token cost, DeepSeek V4 Flash 0731 (Reasoning, Max Effort) is meaningfully cheaper if your traffic is output-heavy (long completions, document generation, agent loops). DeepSeek V4 Flash 0731 (Reasoning, Max Effort) makes more sense when output volume is low and absolute reasoning quality justifies the premium.

Strengths. DeepSeek V4 Flash 0731 (Reasoning, Max Effort) is strongest on Coding Index (69.1), Intelligence Index (51.8). Muse Glimmer (high) leads on Coding Index (49.0), Intelligence Index (35.1).

Speed. On throughput, DeepSeek V4 Flash 0731 (Reasoning, Max Effort) generates tokens at 140 tok/s versus 109 tok/s — about 22% faster. On time-to-first-token, Muse Glimmer (high) responds in 790ms vs 1190ms, which matters most for chat-style UIs.

Provider. DeepSeek and Meta sell to overlapping but distinct developer audiences: DeepSeek tends to ship frontier reasoning models with premium positioning, while Meta 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): DeepSeek V4 Flash 0731 (Reasoning, Max Effort) costs $33.00 ($396/year); Muse Glimmer (high) costs $29.85 ($358/year). At a smaller 5M-input/2M-output scale (single-developer tool or prototype): DeepSeek V4 Flash 0731 (Reasoning, Max Effort) ≈ $4.84/run, Muse Glimmer (high) ≈ $4.30/run. At agent/realtime scale (200M input / 100M output per million requests): DeepSeek V4 Flash 0731 (Reasoning, Max Effort) ≈ $220/run, Muse Glimmer (high) ≈ $199/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.

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
51.835.1
Coding Index
69.149.0
Math Index
GPQA Diamond
MMLU-Pro
LiveCodeBench
AIME 2025
MATH-500
Humanity's Last Exam
SciCode
IFBench
TerminalBench
DeepSeek V4 Flash 0731 (Reasoning, Max Effort)2 wins
0 winsMuse Glimmer (high)

Frequently Asked Questions

Which is cheaper, DeepSeek V4 Flash 0731 (Reasoning, Max Effort) or Muse Glimmer (high)?

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 0731 (Reasoning, Max Effort).

Which model performs better on benchmarks?

DeepSeek V4 Flash 0731 (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.

Which is faster for real-time applications?

DeepSeek V4 Flash 0731 (Reasoning, Max Effort) generates tokens faster at 140 tok/s vs 109 tok/s. However, Muse Glimmer (high) has lower time-to-first-token (0.79s vs 1.19s).

When should I use DeepSeek V4 Flash 0731 (Reasoning, Max Effort) vs Muse Glimmer (high)?

Choose based on your priorities: Muse Glimmer (high) for lower cost, DeepSeek V4 Flash 0731 (Reasoning, Max Effort) for stronger benchmark performance, and DeepSeek V4 Flash 0731 (Reasoning, Max Effort) for faster generation. For latency-sensitive apps, check the TTFT comparison above.