Compare/Grok 3 mini Reasoning (high) vs Phi-4

Grok 3 mini Reasoning (high)vsPhi-4

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

SpaceXAI

Grok 3 mini Reasoning (high)

Input
$0.3/M
Output
$0.5/M
Speed
86 tok/s
TTFT
0.72s
Microsoft

Phi-4

Input
$0.13/M
Output
$0.5/M
Speed
39 tok/s
TTFT
2.59s

Winner by Category

Cheaper
Phi-4
Faster (tok/s)
Grok 3 mini Reasoning (high)
Lower Latency
Grok 3 mini Reasoning (high)
Benchmarks (1-0)
Grok 3 mini Reasoning (high)

Pricing Comparison

MetricGrok 3 mini Reasoning (high)Phi-4
Input ($/M tokens)$0.3$0.13
Output ($/M tokens)$0.5$0.5
Cost for 1M input + 100K output tokens:
Grok 3 mini Reasoning (high)$0.35
Phi-4$0.18

Speed Comparison

Output Speed (tokens/s) — higher is better
Grok 3 mini Reasoning (high)
86 tok/s
Phi-4
39 tok/s
Time to First Token (seconds) — lower is better
Grok 3 mini Reasoning (high)
0.72s
Phi-4
2.59s

Editorial Analysis

Verdict. Grok 3 mini Reasoning (high) wins the overall benchmark matchup 1–0 across 1 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, Phi-4 is meaningfully cheaper if your traffic is output-heavy (long completions, document generation, agent loops). Phi-4 makes more sense when output volume is low and absolute reasoning quality justifies the premium.

Strengths. Grok 3 mini Reasoning (high) is strongest on Intelligence Index (22.9). Phi-4 leads on Intelligence Index (4.6).

Speed. On throughput, Grok 3 mini Reasoning (high) generates tokens at 86 tok/s versus 39 tok/s — about 55% faster. On time-to-first-token, Grok 3 mini Reasoning (high) responds in 720ms vs 2590ms, which matters most for chat-style UIs.

Provider. SpaceXAI and Microsoft sell to overlapping but distinct developer audiences: SpaceXAI tends to ship frontier reasoning models with premium positioning, while Microsoft 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): Grok 3 mini Reasoning (high) costs $16.50 ($198/year); Phi-4 costs $11.40 ($137/year). At a smaller 5M-input/2M-output scale (single-developer tool or prototype): Grok 3 mini Reasoning (high) ≈ $2.50/run, Phi-4 ≈ $1.65/run. At agent/realtime scale (200M input / 100M output per million requests): Grok 3 mini Reasoning (high) ≈ $110/run, Phi-4 ≈ $76/run. Phi-4 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.

Head-to-head deltas

  • On throughput, Grok 3 mini Reasoning (high) is 2.22× faster (86 tok/s vs 39 tok/s). For streaming chat or real-time agents this alone often flips the recommendation.

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
22.94.6
Coding Index
Math Index
GPQA Diamond
MMLU-Pro
LiveCodeBench
AIME 2025
MATH-500
Humanity's Last Exam
SciCode
IFBench
TerminalBench
Grok 3 mini Reasoning (high)1 wins
0 winsPhi-4

Frequently Asked Questions

Which is cheaper, Grok 3 mini Reasoning (high) or Phi-4?

Phi-4 is cheaper overall. Its blended price (3:1 input/output ratio) is $0.22/M tokens vs $0.35/M for Grok 3 mini Reasoning (high).

Which model performs better on benchmarks?

Grok 3 mini Reasoning (high) wins 1 out of 12 benchmarks compared to 0 for Phi-4. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Grok 3 mini Reasoning (high) generates tokens faster at 86 tok/s vs 39 tok/s. Grok 3 mini Reasoning (high) also has lower time-to-first-token (0.72s vs 2.59s).

When should I use Grok 3 mini Reasoning (high) vs Phi-4?

Choose based on your priorities: Phi-4 for lower cost, Grok 3 mini Reasoning (high) for stronger benchmark performance, and Grok 3 mini Reasoning (high) for faster generation. For latency-sensitive apps, check the TTFT comparison above.