/best/writingupdated May 202685 models evaluated

Best AI for writing

Long-form drafting, rewriting, tone-matching, and editorial work.

CodingMathWritingResearchTranslationData AnalysisChatbotsStudentsBusinessCreative WritingTabular Data & Spreadsheets

Writing is where models diverge most on taste. Two models can score identically on instruction-following and produce prose with completely different voice — one tight and readable, the other syrupy and evasive. Benchmark scores alone won't tell you which model matches your brand.

What matters: rhetorical range, willingness to cut, instruction adherence at the paragraph level, and refusal discipline. Good models don't moralize at the drop of a hat. We weight side-by-side human preference strongly here, along with tone consistency across long documents.

Our writing rank weights writing quality (2.5×), instruction-following (1.5×), and reasoning (0.5×). For editorial work at scale, instruction-following is the main differentiator — models that silently ignore style constraints waste editorial time.

Full rankings

All 85 models, scored for writing

weighted composite · lower-is-worse
#ModelProviderTask score$/in$/outContext
01DeepSeek V4 FlashDDeepSeek4.50/5.0$0.100$0.2001.0M
02GLM-4.7 FlashZZhipu AI4.50/5.0$0.060$0.400203K
03NVIDIA: Nemotron 3 SuperNNVIDIA4.50/5.0$0.090$0.4501M
04DeepSeek V4 ProDDeepSeek4.50/5.0$0.435$0.8701.0M
05Qwen: Qwen3.6 PlusQQwen4.50/5.0$0.325$1.951M
06Qwen: Qwen3.6 27BQQwen4.50/5.0$0.300$2.00262K
07Devstral 2 2512MMistral4.50/5.0$0.400$2.00262K
08MiMo-V2.5XXiaomi4.50/5.0$0.400$2.001.0M
09R1 0528DDeepSeek4.50/5.0$0.500$2.15164K
10R1DDeepSeek4.50/5.0$0.700$2.50164K
11Grok 4.3XXAI4.50/5.0$1.25$2.501M
12Gemini 3 Flash PreviewGGoogle4.50/5.0$0.500$3.001.0M
13MoonshotAI: Kimi K2.6MMoonshotAI4.50/5.0$0.730$3.49262K
14Qwen: Qwen3.6 Max PreviewQQwen4.50/5.0$1.04$6.24262K
15Qwen 3.7 MaxQQwen4.50/5.0$2.50$7.501M
16Gemini 3.5 FlashGGoogle4.50/5.0$1.50$9.001.0M
17Gemini 3.1 Pro PreviewGGoogle4.50/5.0$2.00$12.001.0M
18GPT-5.2OOpenAI4.50/5.0$1.75$14.00400K
19Claude Opus 4.7AAnthropic4.50/5.0$5.00$25.001M
20GPT-5.5OOpenAI4.50/5.0$5.00$30.001.1M
21Qwen: Qwen3 235B A22B Instruct 2507QQwen4.00/5.0$0.071$0.100262K
22Ministral 3 3B 2512MMistral4.00/5.0$0.100$0.100131K
23Qwen: Qwen3.5-9BQQwen4.00/5.0$0.040$0.150262K
24OpenAI: gpt-oss-120bOOpenAI4.00/5.0$0.039$0.180131K
25Ministral 3 8B 2512MMistral4.00/5.0$0.150$0.150262K
26Ministral 3 14B 2512MMistral4.00/5.0$0.200$0.200262K
27Qwen: Qwen3 30B A3B Instruct 2507QQwen4.00/5.0$0.090$0.300262K
28Gemma 4 31BGGoogle4.00/5.0$0.120$0.370262K
29DeepSeek V3.2DDeepSeek4.00/5.0$0.252$0.378131K
30Grok 4.1 FastXXAI4.00/5.0$0.200$0.5002M
31DeepSeek V3.1DDeepSeek4.00/5.0$0.210$0.790164K
32Qwen: Qwen3.5-35B-A3BQQwen4.00/5.0$0.139$1.00262K
33Qwen: Qwen3.6 35B A3BQQwen4.00/5.0$0.150$1.00262K
34Qwen: Qwen3.6 FlashQQwen4.00/5.0$0.188$1.131M
35GPT-5.4 NanoOOpenAI4.00/5.0$0.200$1.25400K
36Gemini 3.1 Flash Lite PreviewGGoogle4.00/5.0$0.250$1.501.0M
37Google: Gemini 3.1 Flash LiteGGoogle4.00/5.0$0.250$1.501.0M
38Qwen: Qwen3.5 Plus 2026-04-20QQwen4.00/5.0$0.300$1.801M
39GPT-5 MiniOOpenAI4.00/5.0$0.250$2.00400K
40Mistral Medium 3.1MMistral4.00/5.0$0.400$2.00131K
41Xiaomi: MiMo-V2-OmniXXiaomi4.00/5.0$0.400$2.00262K
42xAI: Grok Build 0.1XXAI4.00/5.0$1.00$2.00256K
43Gemini 2.5 FlashGGoogle4.00/5.0$0.300$2.501.0M
44Grok 4.20XXAI4.00/5.0$1.25$2.502M
45MiMo-V2.5-ProXXiaomi4.00/5.0$1.00$3.001.0M
46GPT-5.4 MiniOOpenAI4.00/5.0$0.750$4.50400K
47o4 MiniOOpenAI4.00/5.0$1.10$4.40200K
48Mistral Medium 3.5MMistral4.00/5.0$1.50$7.50262K
49GPT-4.1OOpenAI4.00/5.0$2.00$8.001.0M
50o3OOpenAI4.00/5.0$2.00$8.00200K
51GPT-5OOpenAI4.00/5.0$1.25$10.00400K
52Gemini 2.5 ProGGoogle4.00/5.0$1.25$10.001.0M
53GPT-5.1OOpenAI4.00/5.0$1.25$10.00400K
54GPT-5.4OOpenAI4.00/5.0$2.50$15.001.1M
55Claude Sonnet 4.6AAnthropic4.00/5.0$3.00$15.001M
56Claude Opus 4.6AAnthropic4.00/5.0$5.00$25.001M
57Xiaomi: MiMo-V2-FlashXXiaomi3.50/5.0$0.100$0.300262K
58Gemma 4 26B A4B GGoogle3.50/5.0$0.060$0.330262K
59Gemini 2.5 Flash LiteGGoogle3.50/5.0$0.100$0.4001.0M
60Grok 3 MiniXXAI3.50/5.0$0.300$0.500131K
61Mistral Small 4MMistral3.50/5.0$0.150$0.600262K
62DeepSeek V3.1 TerminusDDeepSeek3.50/5.0$0.270$0.950164K
63GPT-4.1 MiniOOpenAI3.50/5.0$0.400$1.601.0M
64GLM-4.7ZZhipu AI3.50/5.0$0.400$1.75203K
65Xiaomi: MiMo-V2-ProXXiaomi3.50/5.0$1.00$3.001.0M
66Claude Haiku 4.5AAnthropic3.50/5.0$1.00$5.00200K
67Grok 4XXAI3.50/5.0$3.00$15.00256K
68OpenAI: gpt-oss-20bOOpenAI3.00/5.0$0.030$0.140131K
69Mistral Small 3.2 24BMMistral3.00/5.0$0.075$0.200128K
70Llama 4 ScoutMMeta3.00/5.0$0.080$0.30010M
71Llama 3.3 70B InstructMMeta3.00/5.0$0.100$0.320131K
72GPT-5 NanoOOpenAI3.00/5.0$0.050$0.400400K
73GPT-4.1 NanoOOpenAI3.00/5.0$0.100$0.4001.0M
74Llama 4 MaverickMMeta3.00/5.0$0.150$0.6001.0M
75Grok Code Fast 1XXAI3.00/5.0$0.200$1.50256K
76Mistral Large 3 2512MMistral3.00/5.0$0.500$1.50262K
77GPT-4oOOpenAI3.00/5.0$2.50$10.00128K
78Grok 3XXAI3.00/5.0$3.00$15.00131K
79NVIDIA: Nemotron 3 Nano 30B A3BNNVIDIA2.50/5.0$0.050$0.200262K
80Qwen: Qwen3 Coder 30B A3B InstructQQwen2.50/5.0$0.070$0.270160K
81Devstral Small 1.1MMistral2.50/5.0$0.100$0.300131K
82GPT-4o-miniOOpenAI2.50/5.0$0.150$0.600128K
83Mistral Small 3.1 24BMMistral2.50/5.0$0.351$0.555128K
84Codestral 2508MMistral2.50/5.0$0.300$0.900256K
85Devstral MediumMMistral2.50/5.0$0.400$2.00131K

Pricing — top 5 for writing

DDeepSeek V4 Flash
$0.175/MTok
4.50/5.0
ZGLM-4.7 Flash
$0.315/MTok
4.50/5.0
NNVIDIA: Nemotron 3 Super
$0.360/MTok
4.50/5.0
DDeepSeek V4 Pro
$0.761/MTok
4.50/5.0
QQwen: Qwen3.6 Plus
$1.54/MTok
4.50/5.0
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