Microsoft·LLM — weighted competency·Tue 2 Jun 2026
MPhi-4 14B
Phi-4 14B scores 64/100 competency for LLM at $0.32.
Low confidenceOpen weights
Competency
64/100
category rank #12
Cost
$0.32/ 1M tokens
blended
Speed
92/100
Fast
Accuracy
4.4% halluc.
High confidence
Score history.
Weighted LLM competency · last 12 weeks · weekly snapshot.
64/100
— flat
What it's actually good at.
Score on each business-task subset that goes into the weighted competency.
Customer service40% of category weight
66
Research & analysis22% weight
63
Summarization18% weight
62
Code review10% weight
59
Document understanding6% weight
56
Best for. Watch out for.
✓ Best for
- Strong at Customer Service for Microsoft.
- Strong at Content Writing for Microsoft.
⚠ Watch out for
- Accuracy 4.4% — verify outputs.
- Validate fit for your specific workload before committing.
Pricing.
Published usage pricing. Figures refresh daily from our pricing sources.
$0.32
Usage pricing
$0.32/1M tok
- Input
- $0.32 / 1M tokens
- Output
- $0.96 / 1M tokens
Self-hosting cost.
Open weights (14B parameters) — what it actually takes to run this in-house, beyond the per-token price. Estimated from parameter count; 4-bit is the practical default.
Minimum hardware
RTX 4090 24GB
$1,800to buy
- VRAM (4-bit)
- ~8 GB
- VRAM (fp16)
- ~33 GB
Or rent in the cloud
≈ $0.50/hr
$365/mo if always on
- Best for
- steady, high-volume, data-in-house workloads
Where it sits.
Position against the rest of the category. Ranked by weighted competency.
| Rank | Model | Score | Cost | Speed | Δ vs Phi-4 |
|---|---|---|---|---|---|
| 01 | SGrok 4.6 | 97 | $3.00 | 27 / 100 | +33 |
| 02 | AClaude Opus 5 | 97 | $10.00 | 27 / 100 | +33 |
| 03 | OGPT-5.6 Sol | 96 | $8.00 | 31 / 100 | +32 |
| 04 | AClaude Fable 5 | 95 | $20.00 | 33 / 100 | +31 |
| 05 | GGemini 3.7 Flash | 94 | $1.50 | 60 / 100 | +30 |
| 06 | KKimi K3 | 94 | $6.00 | 18 / 100 | +30 |
| 07 | AQwen3.8 2.4T A95B | 93 | $3.00 | 24 / 100 | +29 |
| 08 | ZGLM-5.3 | 92 | $2.15 | 40 / 100 | +28 |
| 09 | AQwen3.8 Max | 89 | $3.00 | 17 / 100 | +25 |
| 10 | OGPT-5.5 | 89 | $11.25 | 40 / 100 | +25 |
| 11 | OGPT-5.6 Terra | 88 | $4.50 | 57 / 100 | +24 |
| 12 | DDeepSeek V4 Pro 0813 | 87 | $1.98 | 49 / 100 | +23 |
| 13 | DDeepSeek V4 Flash 0731 | 84 | $0.66 | 78 / 100 | +20 |
| 14 | AClaude Sonnet 5 | 83 | $4.00 | 42 / 100 | +19 |
| 15 | GGemini 3.1 Pro Preview | 81 | $4.50 | 60 / 100 | +17 |