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Benchmarks · economics

CorpFin (Vals)

A private benchmark evaluating understanding of long-context credit agreements Scores are the values published by VALS AI. Source benchmark version 2.

54 models · 54 results · updated 2026-08-12 · vals.ai ↗

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54 of 54 selected
Opus 5 max

Score vs subscription cost per task

CorpFin (Vals) · measured cost per task · subscription-priced where plan data exists (Real API Pricing, full allowance used)

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More from this benchmark

4 published measures

Breakdown

darker is better within each column · click a column to sort
Model
Opus 5 max68.676.074.9
Fable 5 max66.977.071.6
Kimi K3 max69.372.772.6
Muse Spark 1.1 xhigh66.474.473.1
Muse Spark 1.2 xhigh66.174.072.7
Inkling Small max68.670.469.8
Inkling max68.967.669.2
Grok 4.3 xhigh66.868.870.0
GPT-5.5 xhigh65.670.069.6
MiniMax M3 max64.969.769.7
Grok 4.5 high66.367.568.4
Sonnet 5 max63.969.167.9
Kimi K2.6 max64.867.268.2
Opus 4.8 max64.369.866.0
Grok 4.6 high64.566.267.8
GLM 5.2 max63.668.466.3
Opus 4.7 max64.367.866.1
Qwen 3.8 Max64.665.667.4
DeepSeek V4 Pro 0813 max63.366.266.8
Sonnet 4.6 max63.266.166.7
GPT-5.6 Terra xhigh63.266.366.4
Muse Spark64.860.070.5
Gemini 3.5 Flash high62.866.764.6
GLM 5.1 max61.866.365.3
GPT-5.6 Sol max61.565.266.4

All results

54 rows
#ModelEffortCorpFin (Vals)Subscription $ / taskAPI $ / taskTime
1Opus 5max73.2%$0.015$0.8629s
2Fable 5max71.8%$0.20$1.7453s
3Kimi K3max71.6%$0.005$0.06438s
4Muse Spark 1.1xhigh71.3%$0.11$0.1128s
5Muse Spark 1.2xhigh70.9%$0.054$0.1130s
6Inkling Smallmax69.6%free$0.02545s
7Inklingmax68.6%free$0.08429s
8Grok 4.3xhigh68.5%$0.13$0.1336s
9GPT-5.5xhigh68.4%$0.024$0.4323s
10MiniMax M3max68.1%$0.008$0.05024s
11Grok 4.5high67.4%$0.035$0.221.5 min
12Sonnet 5max67.0%$0.009$0.5219s
13Kimi K2.6max66.7%$0.073$0.07380s
14Opus 4.8max66.7%$0.015$0.8620s
15Grok 4.6high66.2%$0.017$0.1724s
16GLM 5.2max66.1%$0.011$0.1225s
17Opus 4.7max66.1%$0.82$0.8218s
18Qwen 3.8 Maxmax65.9%$0.18$0.1847s
19DeepSeek V4 Pro 0813max65.4%$0.002$0.00233s
20Sonnet 4.6max65.3%$0.31$0.3118s
21GPT-5.6 Terraxhigh65.3%$0.009$0.177.7s
22Muse Spark65.1%$0.012$0.01240s
23Gemini 3.5 Flashhigh64.7%$0.14$0.148.7s
24GLM 5.1max64.5%$0.079$0.07968s
25GPT-5.6 Solmax64.4%$0.027$0.4816s
26GPT-5.6 Lunamax64.2%$0.002$0.01917s
27Qwen 3.7 Maxmax63.7%$0.067$0.2220s
28Qwen 3.5 Flashmax63.6%$0.010$0.01035s
29Gemini 3.6 Flashhigh63.3%$0.004$0.146.3s
30Qwen 3.6 27Bmax62.3%$0.054$0.05463s