Model comparison

DeepSeek V4.1 Flash vs Phi-1.5

DeepSeek V4.1 Flash has enough public results to be ranked (#40); Phi-1.5 does not yet, so treat this comparison as directional.

Last verified . 1 shared benchmarks.

DeepSeek V4.1 Flash DeepSeek

50.3

Rank #40 Confirmed

Phi-1.5 Microsoft

—

Unranked

Summary

  • They share 1 benchmark with published results for both.

Side by side

DeepSeek V4.1 Flash and Phi-1.5 specifications
DeepSeek V4.1 FlashPhi-1.5
ProviderDeepSeekMicrosoft
Noometry Index50.3—
Released2026-09-092023-09-11
WeightsOpenOpen
Context window1M—
Max output393K—
Input $ / M tokens$0.15—
Output $ / M tokens$0.60—
Results tracked257

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Category by category

Coding Not comparable

DeepSeek V4.1 Flash: 52.8 (#29), Phi-1.5: —

Coding benchmarks
BenchmarkDeepSeek V4.1 FlashPhi-1.5
LMArena WebDev1620—
SciCode51.9%—
LMArena Coding1511—
ALE-Bench1,092—

Reasoning Not comparable

DeepSeek V4.1 Flash: 46.2 (#39), Phi-1.5: —

Reasoning benchmarks
BenchmarkDeepSeek V4.1 FlashPhi-1.5
Epoch Capabilities Index155.0190.82
NYT Connections (extended)89.6%—
CritPt14.3%—
LMArena Hard Prompts1485—
DTBench89.9%—
LMCA47%—
Surface Evolver Bench46.3%—
HellaSwag—47.6%
WinoGrande—73.4%

Math Not comparable

DeepSeek V4.1 Flash: 48.4 (#52), Phi-1.5: —

Math benchmarks
BenchmarkDeepSeek V4.1 FlashPhi-1.5
ProofBench54%—
LMArena Math1493—

Knowledge Not comparable

DeepSeek V4.1 Flash: 41.6 (#97), Phi-1.5: —

Knowledge benchmarks
BenchmarkDeepSeek V4.1 FlashPhi-1.5
LMArena Expert1505—
ARC (AI2) Challenge—44.4%
BoolQ—75.8%
MMLU—37.6%
OpenBookQA—37.2%

Multilingual Not comparable

DeepSeek V4.1 Flash: 55.5 (#29), Phi-1.5: —

Multilingual benchmarks
BenchmarkDeepSeek V4.1 FlashPhi-1.5
LMArena Non-English1452—
LMArena Chinese1506—
LMArena French1448—
LMArena Russian1473—
LMArena Spanish1499—

Instruction Following Not comparable

DeepSeek V4.1 Flash: 77.6 (#24), Phi-1.5: —

Instruction Following benchmarks
BenchmarkDeepSeek V4.1 FlashPhi-1.5
LMArena Instruction Following1475—

Long Context Not comparable

DeepSeek V4.1 Flash: 45.2 (#46), Phi-1.5: —

Long Context benchmarks
BenchmarkDeepSeek V4.1 FlashPhi-1.5
LMArena Longer Query1476—

Writing & Preference Not comparable

DeepSeek V4.1 Flash: 65.8 (#43), Phi-1.5: —

Writing & Preference benchmarks
BenchmarkDeepSeek V4.1 FlashPhi-1.5
LMArena Text1465—
LMArena Creative Writing1436—
EQ-Bench Creative Writing1540—
LMArena Multi-Turn1460—

Frequently asked questions

Is DeepSeek V4.1 Flash better than Phi-1.5?

DeepSeek V4.1 Flash has enough public results to be ranked (#40); Phi-1.5 does not yet, so treat this comparison as directional.

How many benchmarks do DeepSeek V4.1 Flash and Phi-1.5 share?

1 benchmark has published results for both models. DeepSeek V4.1 Flash has 25 scored results on Noometry and Phi-1.5 has 7.

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