Model comparison

Grok 4.20 (Non-Reasoning) vs Qwen3.5-Flash

Grok 4.20 (Non-Reasoning) is the stronger model overall, scoring 48.6 to 42.5 on the Noometry Index. Qwen3.5-Flash costs 8.9× less per token, which makes it the better buy when Grok 4.20 (Non-Reasoning)'s lead doesn't matter for your workload.

Last verified . 28 shared benchmarks.

Grok 4.20 (Non-Reasoning) xAI

48.6

Rank #54 Confirmed

Qwen3.5-Flash Alibaba (Qwen)

42.5

Rank #112 Confirmed

Summary

  • They share 28 benchmarks with published results for both. Grok 4.20 (Non-Reasoning) scores higher in 8 categories and Qwen3.5-Flash in 0 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in reasoning, where Grok 4.20 (Non-Reasoning) leads 52.3 to 33.7.
  • The biggest single-benchmark swing is FrontierMath (Tiers 1-3): 44.9% for Grok 4.20 (Non-Reasoning) and 18.2% for Qwen3.5-Flash.
  • Qwen3.5-Flash is cheaper at $0.10 / $0.40 per million input/output tokens, against $1.25 / $2.50 for Grok 4.20 (Non-Reasoning).

Side by side

Grok 4.20 (Non-Reasoning) and Qwen3.5-Flash specifications
Grok 4.20 (Non-Reasoning)Qwen3.5-Flash
ProviderxAIAlibaba (Qwen)
Noometry Index48.642.5
Released2026-02-172026-02-23
WeightsProprietaryProprietary
Context window1M1M
Max output30K66K
Input $ / M tokens$1.25$0.10
Output $ / M tokens$2.50$0.40
Results tracked4632

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Category by category

Coding Grok 4.20 (Non-Reasoning) leads

Grok 4.20 (Non-Reasoning): 42.1 (#112), Qwen3.5-Flash: 34.2 (#242)

Coding benchmarks
BenchmarkGrok 4.20 (Non-Reasoning)Qwen3.5-Flash
LMArena WebDev13751244
LMArena Coding14591412
ALE-Bench1,150221.8
WeirdML52.3%—

Agentic & Tool Use Not comparable

Grok 4.20 (Non-Reasoning): 34.4 (#46), Qwen3.5-Flash: —

Agentic & Tool Use benchmarks
BenchmarkGrok 4.20 (Non-Reasoning)Qwen3.5-Flash
Vending-Bench 24,663462.69
Terminal-Bench57.3%—
τ²-bench Banking18%—
LMArena Search1189—

Reasoning Grok 4.20 (Non-Reasoning) leads

Grok 4.20 (Non-Reasoning): 52.3 (#32), Qwen3.5-Flash: 33.7 (#72)

Reasoning benchmarks
BenchmarkGrok 4.20 (Non-Reasoning)Qwen3.5-Flash
Chess Puzzles24%21%
LMArena Hard Prompts14511403
DTBench90.1%82.9%
LMCA38.7%29.1%
Epoch Capabilities Index151.98143.98
ARC-AGI-265.1%—
Kagi LLM Benchmark75%—
NYT Connections (extended)85.4%—
ARC-AGI-189.5%—
Thematic Generalization63.8%—
Mystery Game Puzzles—20%
ForecastBench61.4—

Math Grok 4.20 (Non-Reasoning) leads

Grok 4.20 (Non-Reasoning): 48.2 (#65), Qwen3.5-Flash: 37.4 (#158)

Math benchmarks
BenchmarkGrok 4.20 (Non-Reasoning)Qwen3.5-Flash
FrontierMath (Tiers 1-3)44.9%18.2%
OTIS Mock AIME 2024-202592.2%84.4%
LMArena Math14551407
FrontierMath Tier 417.1%—
ProofBench14%—
FrontierMath (Feb 2025 set)—6.2%
FrontierMath Tier 4 (v1)—0%

Knowledge Grok 4.20 (Non-Reasoning) leads

Grok 4.20 (Non-Reasoning): 52.8 (#60), Qwen3.5-Flash: 43.2 (#93)

Knowledge benchmarks
BenchmarkGrok 4.20 (Non-Reasoning)Qwen3.5-Flash
GPQA Diamond89.3%82.3%
SimpleQA Verified30.2%20.3%
LMArena Expert14391407
Vectara Hallucination Rate—10.5%

Multimodal Not comparable

Grok 4.20 (Non-Reasoning): 33.3 (#98), Qwen3.5-Flash: —

Multimodal benchmarks
BenchmarkGrok 4.20 (Non-Reasoning)Qwen3.5-Flash
LMArena Vision1263—
Blueprint-Bench 20%—
LMArena Document1416—

Multilingual Grok 4.20 (Non-Reasoning) leads

Grok 4.20 (Non-Reasoning): 54.5 (#40), Qwen3.5-Flash: 50.5 (#121)

Multilingual benchmarks
BenchmarkGrok 4.20 (Non-Reasoning)Qwen3.5-Flash
LMArena Non-English14411385
LMArena Chinese14811446
LMArena French14761412
LMArena German14651390
LMArena Japanese14491368
LMArena Korean14171344
LMArena Russian14581379
LMArena Spanish14431400

Instruction Following Grok 4.20 (Non-Reasoning) leads

Grok 4.20 (Non-Reasoning): 74.8 (#83), Qwen3.5-Flash: 72.6 (#139)

Instruction Following benchmarks
BenchmarkGrok 4.20 (Non-Reasoning)Qwen3.5-Flash
LMArena Instruction Following14201374

Long Context Grok 4.20 (Non-Reasoning) leads

Grok 4.20 (Non-Reasoning): 45.5 (#34), Qwen3.5-Flash: 42.4 (#124)

Long Context benchmarks
BenchmarkGrok 4.20 (Non-Reasoning)Qwen3.5-Flash
LMArena Longer Query14371392
CL-bench22.2%—
CL-bench Life11.9%—

Writing & Preference Grok 4.20 (Non-Reasoning) leads

Grok 4.20 (Non-Reasoning): 65.7 (#44), Qwen3.5-Flash: 57.9 (#122)

Writing & Preference benchmarks
BenchmarkGrok 4.20 (Non-Reasoning)Qwen3.5-Flash
LMArena Text14511397
LMArena Creative Writing14381343
LMArena Multi-Turn14561393
EQ-Bench Creative Writing1574—

Frequently asked questions

Is Grok 4.20 (Non-Reasoning) better than Qwen3.5-Flash?

Grok 4.20 (Non-Reasoning) is the stronger model overall, scoring 48.6 to 42.5 on the Noometry Index. Qwen3.5-Flash costs 8.9× less per token, which makes it the better buy when Grok 4.20 (Non-Reasoning)'s lead doesn't matter for your workload.

Which is cheaper, Grok 4.20 (Non-Reasoning) or Qwen3.5-Flash?

Qwen3.5-Flash is cheaper. It lists at $0.10 per million input tokens and $0.40 per million output tokens; Grok 4.20 (Non-Reasoning) lists at $1.25 and $2.50.

Is Grok 4.20 (Non-Reasoning) or Qwen3.5-Flash better for coding?

Grok 4.20 (Non-Reasoning) scores higher on coding benchmarks: 42.1 versus 34.2 in the Noometry coding category.

Which has the bigger context window?

Both accept 1M tokens.

How many benchmarks do Grok 4.20 (Non-Reasoning) and Qwen3.5-Flash share?

28 benchmarks have published results for both models. Grok 4.20 (Non-Reasoning) has 46 scored results on Noometry and Qwen3.5-Flash has 32.

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