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Intelligence
Cost per task
Coding Agent Index
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Speed
Latency
Price
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Inkling
Small
Thinking Machines
Release · July 30, 2026
Open weights
Reasoning
Intelligence
Intelligence Index
#86 of 266
26.5
27
Nemotron 3.5 Super VL
26.4
26
Apodex 1.1
26.2
26
Qwen3.8 27B (Low)
26
26
GPT-5.5 Instant (June 2026)
25.8
26
Kimi K2.7 Code
25.7
26
Inkling Small
25.3
25
Hy3
25.3
25
K2 Horizon MoVA 36B A4B
25.2
25
Qwen3.7 Plus
25
25
Inkling (Xhigh)
Data from Artificial Analysis
Evaluations
AA-Omniscience Accuracy
33.2%
#70
Humanity's Last Exam
33.3%
#76
Terminal-Bench 4.0
1%
#77
AA-LCR
75.7%
#86
SciCode
49.7%
#64
CritPt
8.3%
#77
AA-AnalystAgent
27.5%
#18
MMMU-Pro
74.1%
#53
GPQA Diamond
89.5%
#30
τ²-Bench Banking
18.8%
#49
Inkling Small
Median
Data from Artificial Analysis
Speed and price
Speed
tokens per second · #18 of 162
234
234
Claude Haiku 5.5 (Max)
233
233
gpt-oss-120b (High)
232
232
Qwen3.5 Omni Flash
231
231
Nemotron 3 Nano Omni 30B A3B Reasoning
229
229
Step 5 Preview
223
223
Inkling Small
213
213
Ling 3.1 Flash
209
209
Ministral 3 3B
202
202
NVIDIA Nemotron Nano 12B v2 VL (Non-reasoning)
195
195
Inkling (Xhigh)
Data from Artificial Analysis
Latency
seconds to first token · #62 of 162
1.4
1.4
Agnes 2.5 Pro Beta
1.4
1.4
Reka Flash 3
1.5
1.5
GPT-5.6 Terra (Medium)
1.5
1.5
Magistral Small 1.2
1.6
1.6
DeepSeek V4 Flash Vision (Max)
1.6
1.6
Inkling Small
1.6
1.6
Sarvam 105B (High)
1.7
1.7
Claude Fable 5.1 (Low)
1.8
1.8
DeepSeek V4 Pro 0813 (Max)
1.8
1.8
Llama 3.3 Instruct 70B
Data from Artificial Analysis
Price
$ per 1M tokens (3:1) · #79 of 169
$0.45
0.45
Ling 3.1 Flash
$0.48
0.48
Qwen3 Coder Next
$0.53
0.53
DeepSeek V4.1 Flash 1017 (Max)
$0.53
0.53
MiniMax-M3
$0.53
0.53
Solar Pro 4
$0.53
0.53
Inkling Small
$0.53
0.53
Muse Glimmer (High)
$0.54
0.54
MiMo-V2.6-Pro
$0.6
0.6
Beam 1.0
$0.64
0.64
Nemotron 3 Nano Omni 30B A3B Reasoning
Data from Artificial Analysis
Nearby models
Nemotron 3.5 Super VL
NVIDIA
26.5
Apodex 1.1
Apodex
26.4
Qwen3.8 27B (Low)
Alibaba
26.2
GPT-5.5 Instant (June 2026)
OpenAI
26
Kimi K2.7 Code
Kimi
25.8
Hy3
Tencent
25.3
K2 Horizon MoVA 36B A4B
Institute of Foundation Models
25.3
Qwen3.7 Plus
Alibaba
25.2
Data from Artificial Analysis
Same lab
Inkling (Xhigh)
Thinking Machines
25
Data from Artificial Analysis