MMODELYST
Leaderboards/Terminal-Bench Hard Leaderboard
LDR

Terminal-Bench Hard Leaderboard

Terminal-Bench Hard

1GPT-5.6 Sol (max)
65.9
2Claude Fable 5
62.9
3GPT-5.6 Terra
62.9
4GPT-5.6 Sol
61.4
5GPT-5.5
60.6
6Claude Opus 4.8
58.3
7GPT-5.4
57.6
8GPT-5.6 Terra (max)
57.6
9Gemini 3.1 Pro Preview
53.8
10Claude Sonnet 4.6
53
11GPT-5.3 Codex
53
12GPT-5.4 mini
52.3
13Claude Opus 4.7
51.5
14Qwen3.7 Max
50.8
15GLM-5.2 (max)
50.8
16KAT Coder Pro V2
49.2
17Claude Opus 4.5
47
18GPT-5.2
47
19Qwen3.7 Plus
47
20Claude Opus 4.6
46.2
21DeepSeek V4 Pro
46.2
22GPT-5.1
45.5
23Muse Spark
45.5
24Kimi K2.7 Code
44.7
25Qwen3.6 Max Preview
43.9
26Qwen3.6 Plus
43.9
27Kimi K2.6
43.9
28GLM-5
43.2
29GLM-5.1
43.2
30MiMo-V2.5-Pro
43.2
31GPT-5.5 Instant (May 2026)
42.4
32MiniMax-M3
42.4
33GPT-5.4 nano
42.4
34Gemini 3 Pro Preview
41.7
35MiMo-V2.5
41.7
36MiMo-V2-Pro
40.9
37Grok 4.20 0309
40.9
38Qwen3.5 397B A17B
40.9
39Gemini 3.5 Flash
40.9
40MiniMax-M2.7
39.4
41Gemini 3 Flash Preview
38.6
42Grok 4
37.9
43Grok 4.20 0309 v2
37.9
44GPT-5 Codex
37.9
45Grok 4.3
37.9
46GPT-5.2 Codex
37.1
47o3
37.1
48Nemotron 3 Ultra 550B A55B
36.4
49Gemma 4 31B
36.4
50DeepSeek V3.2
35.6
51Claude 4.5 Sonnet
35.6
52MiMo-V2-Omni-0327
35.6
53Step 3.7 Flash
35.6
54DeepSeek V4 Flash
35.6
55Kimi K2.5
34.8
56MiniMax-M2.5
34.8
57DeepSeek V3.2 Speciale
34.8
58GPT-5.1 Codex
34.8
59Qwen3.6 35B A3B
34.8
60Qwen3.6 27B
34.8
61MiMo-V2-Omni
34.8
62Claude 4.1 Opus
34.3
63Hy3-preview
34.1
64GPT-5.1 Codex mini
33.3
65GLM-5-Turbo
33.3
66Mistral Medium 3.5
33.3
67Qwen3.5 27B
32.6
68GPT-5
32.6
69GLM 5V Turbo
32.6
70Step 3.5 Flash 2603
32.6
71GLM-4.7
31.8
72Kimi K2 Thinking
31.1
73DeepSeek V3.2 Exp
31.1
74Claude 4 Opus
31.1
75Claude 4 Sonnet
31.1
76Ling-2.6-1T
31.1
77Qwen3.5 122B A10B
31.1
78North Mini Code
31.1
79MiMo-V2-Flash (Feb 2026)
31.1
80DeepSeek V3.1 Terminus
30.3
81MiniMax-M2.1
28.8
82GPT-5 mini
28.8
83Ring-2.6-1T
28.8
84JT-35B-Flash
28.8
85NVIDIA Nemotron 3 Super 120B A12B
28.8
86MiMo-V2-Flash
28
87Step 3.5 Flash
27.3
88Claude 4.5 Haiku
27.3
89Doubao Seed Code
26.5
90Qwen3.5 35B A3B
26.5
91Mercury 2
26.5
92Gemini 2.5 Pro
26.5
93MiniMax-M2
25.8
94GLM-4.6
25
95Command A+
25
96ERNIE 5.0 Thinking Preview
25
97Qwen3 Max Thinking
24.2
98Grok 4.1 Fast
24.2
99DeepSeek V3.1
24.2
100Qwen3.5 9B
24.2
101Nova 2.0 Pro Preview
24.2
102Gemini 3.1 Flash-Lite
24.2
103Kimi K2 0905
23.5
104HyperNova 60B 2605
23.5
105gpt-oss-120b
23.5
106Trinity Large Thinking
22.7
107K-EXAONE
22.7
108GLM-4.7-Flash
22
109GLM-4.5
22
110Claude 3.7 Sonnet
21.2
111Ling 2.6 Flash
21.2
112Qwen3.5 Omni Plus
21.2
113Nemotron Cascade 2 30B A3B
21.2
114Qwen3 Max
20.5
115GLM-4.5-Air
20.5
116EXAONE 4.5 33B
20.5
117Qwen3 Max (Preview)
19.7
118Qwen3 Coder 480B A35B Instruct
18.9
119Grok 4 Fast
18.9
120Devstral 2
18.9
121Qwen3 Coder Next
18.2
122Qwen3.5 4B
18.2
123JT-MINI
18.2
124Gemma 4 12B
18.2
125Qwen3 Max Thinking (Preview)
17.4
126Grok Code Fast 1
17.4
127Grok 3 mini Reasoning
17.4
128Nova 2.0 Lite
17.4
129Mistral Small 4
17.4
130Gemini 2.5 Flash Preview (Sep '25)
16.7
131Cogito v2.1
16.7
132Devstral Small 2
16.7
133Kimi K2
15.9
134DeepSeek R1 0528 (May '25)
15.9
135Mistral Large 3
15.9
136Qwen3 Coder 30B A3B Instruct
15.2
137Qwen3 235B A22B 2507 Instruct
15.2
138DeepSeek V3 0324
15.2
139o4-mini
15.2
140GLM-4.6V
14.4
141Apriel-v1.6-15B-Thinker
14.4
142Qwen3 235B A22B 2507
13.6
143Gemini 2.5 Flash
13.6
144GPT-4.1
13.6
145NVIDIA Nemotron 3 Nano 30B A3B
13.6
146Gemma 4 26B A4B
13.6
147Gemini 2.5 Flash-Lite Preview (Sep '25)
12.9
148GPT-5 (ChatGPT)
12.9
149o1
12.9
150Magistral Medium 1.2
12.9
151GPT-5 nano
12.1
152HyperCLOVA X SEED Think (32B)
12.1
153Qwen3 VL 235B A22B
11.4
154Grok 3
11.4
155Hermes 4 - Llama-3.1 405B
11.4
156Kimi Linear 48B A3B Instruct
11.4
157Ling-1T
10.6
158Ling-flash-2.0
10.6
159Apriel-v1.5-15B-Thinker
10.6
160Mistral Medium 3.1
10.6
161LongCat Flash Lite
10.6
162gpt-oss-20b
10.6
163Qwen3 Next 80B A3B
9.8
164K2-V2
9.8
165Devstral Medium
9.1
166Magistral Medium 1
9.1
167INTELLECT-3
9.1
168KAT-Coder-Pro V1
9.1
169Qwen3 VL 32B Instruct
8.3
170GPT-4o (Nov '24)
8.3
171GPT-4o
8.3
172Qwen3.5 Omni Flash
8.3
173Nemotron 3 Nano Omni 30B A3B Reasoning
8.3
174Gemma 4 E4B
8.3
175Qwen3 VL 32B
7.6
176Mistral Small 3.1
7.6
177GPT-4.1 mini
7.6
178Ring-flash-2.0
7.6
179Qwen3 Next 80B A3B Instruct
7.6
180Solar Pro 3
7.6
181Seed-OSS-36B-Instruct
6.8
182Ring-1T
6.8
183Qwen3 VL 235B A22B Instruct
6.8
184DeepSeek V3 (Dec '24)
6.8
185Mistral Small 3.2
6.8
186o3-mini
6.8
187K2 Think V2
6.8
188NVIDIA Nemotron 3 Nano 4B
6.8
189Nova Premier
6.8
190Llama 4 Maverick
6.8
191Llama 3.1 Instruct 405B
6.8
192Qwen3 VL 30B A3B Instruct
6.1
193Qwen3 30B A3B 2507 Instruct
6.1
194Qwen3 235B A22B
6.1
195Nova Pro
6.1
196DeepSeek R1 (Jan '25)
6.1
197Devstral Small (May '25)
6.1
198Devstral Small (Jul '25)
6.1
199Mistral Large 2 (Nov '24)
6.1
200ERNIE 4.5 300B A47B
6.1
201Qwen3 VL 30B A3B
5.3
202Qwen3 30B A3B 2507
5.3
203GLM-4.5V
5.3
204Step3 VL 10B
5.3
205Llama Nemotron Super 49B v1.5
5.3
206Qwen3 4B 2507 Instruct
4.5
207Qwen2.5 Instruct 72B
4.5
208Magistral Small 1
4.5
209Gemini 2.5 Flash-Lite
4.5
210Hermes 4 - Llama-3.1 70B
4.5
211NVIDIA Nemotron Nano 12B v2 VL
4.5
212Llama 3.1 Nemotron Instruct 70B
4.5
213LFM2.5-8B-A1B
4.5
214Nova 2.0 Omni
4.5
215Magistral Small 1.2
4.5
216Ministral 3 14B
4.5
217Ministral 3 8B
4.5
218Qwen3 VL 8B
3.8
219Qwen3 14B
3.8
220Mistral Medium 3
3.8
221Gemma 3 27B Instruct
3.8
222Gemini 2.0 Flash (Feb '25)
3.8
223GPT-4.1 nano
3.8
224Qwen3 Omni 30B A3B
3.8
225Qwen3.5 2B
3.8
226Motif-2-12.7B-Reasoning
3.8
227EXAONE 4.0 32B
3.8
228phi-4
3.8
229Qwen3 32B
3
230MiniMax M1 80k
3
231Llama 3.1 Instruct 70B
3
232Mi:dm K 2.5 Pro Preview
3
233Solar Pro 2
3
234Gemma 4 E2B
3
235Llama 3.3 Instruct 70B
3
236Qwen3 VL 8B Instruct
2.3
237Qwen3 8B
2.3
238Qwen3 30B A3B
2.3
239Sarvam M
2.3
240MiniMax M1 40k
2.3
241Claude 3.5 Haiku
2.3
242Gemma 3n E4B Instruct
2.3
243Jamba 1.7 Large
2.3
244Tri-21B-think Preview
2.3
245Mi:dm K 2.5 Pro
2.3
246Sarvam 30B
2.3
247Granite 4.1 3B
2.3
248Granite 4.0 H Small
2.3
249Granite 4.1 30B
2.3
250Llama 3.1 Nemotron Ultra 253B v1
2.3
251Solar Open 100B
2.3
252Falcon-H1R-7B
2.3
253Qwen3 VL 4B
1.5
254Qwen3 4B 2507
1.5
255Olmo 3 32B Think
1.5
256DeepSeek R1 0528 Qwen3 8B
1.5
257DeepSeek R1 Distill Llama 70B
1.5
258Qwen3 Omni 30B A3B Instruct
1.5
259Sarvam 105B
1.5
260Granite 4.0 Micro
1.5
261NVIDIA-Nemotron-Nano-9B-v2
1.5
262Nova Micro
1.5
263Llama 4 Scout
1.5
264Nova Lite
0.8
265Claude 3 Haiku
0.8
266Gemma 3n E2B Instruct
0.8
267Gemma 3 12B Instruct
0.8
268Gemma 3 4B Instruct
0.8
269Llama 3 Instruct 70B
0.8
270Llama 3.1 Instruct 8B
0.8
271Ling-mini-2.0
0.8
272Jamba Reasoning 3B
0.8
273Tri-21B-Think
0.8
274Olmo 3 7B Think
0.8
275LFM2 2.6B
0.8
276Llama 3.2 Instruct 11B (Vision)
0.8
277Qwen3 VL 4B Instruct
0
278Qwen3 0.6B
0
279Qwen3 1.7B
0
280Granite 3.3 8B
0
281OLMo 2 32B
0
282OLMo 2 7B
0
283Llama-3_3-Nemotron-Super-49B-v1
0
284LFM2 1.2B
0
285Phi-3 Mini Instruct 3.8B
0
286Gemma 3 1B Instruct
0
287Llama 3.2 Instruct 1B
0
288Llama 3 Instruct 8B
0
289Qwen3.5 0.8B
0
290Jamba 1.7 Mini
0
291Tiny Aya Global
0
292MiniCPM-V 4.6 1.3B
0
293MiniCPM5-1B
0
294Apertus 8B Instruct
0
295Apertus 70B Instruct
0
296Nanbeige4.1-3B
0
297Exaone 4.0 1.2B
0
298Reka Flash 3
0
299Granite 4.0 H 1B
0
300Granite 4.0 H 350M
0
301Granite 4.0 1B
0
302Granite 4.0 350M
0
303Granite 4.1 8B
0
304Olmo 3 7B Instruct
0
305Olmo 3.1 32B Instruct
0
306Molmo2-8B
0
307Olmo 3.1 32B Think
0
308Molmo 7B-D
0
309LFM2.5-1.2B-Thinking
0
310LFM2 24B A2B
0
311LFM2.5-1.2B-Instruct
0
312LFM2 8B A1B
0
313LFM2.5-VL-1.6B
0
314Phi-4-mini-instruct
0
315Ministral 3 3B
0
316gemma-3-270m
0