aruhub API vs IKunCode
One model on two relays: integrity, speed, price, cache and availability, plus intelligence adjusted for degradation and value for money, with advice for the priority you choose.
Which to choose
Five dimensions
Further out is better. Integrity is the share of intelligence kept; the other four are places among all relays of this model.
aruhub APIIKunCode
What matters most to you
For Balanced, choose aruhub API
aruhub API100
IKunCode67
Main reasons
Integrity25%
Integrity: no data for at least one relay
Availability20%
Availability: no data for at least one relay
Value20%
aruhub API gives 36.6 points per unit of money, 50% more than IKunCode at 24.4
Speed15%
Speed: no data for at least one relay
Price15%
aruhub API costs ¥0.85 per session, 33% less than IKunCode at ¥1.27
Cache5%
Cache: no data for at least one relay
Key figures
Adjusted intelligence
Higher is better
Cost per coding session
2M input + 40k output tokens · Lower is better
Value for money
Intelligence points per ¥1 · Higher is better
All figures
Intelligence
Adjusted intelligence31.031.0
Intelligence keptNot checkedNot checked
Question accuracyNot checkedNot checked
Cost
Value for money36.624.4
Cost per coding session¥0.85¥1.27
Input price¥0.4¥0.6
Output price¥1.2¥1.8
Cache discountNot providedNot provided
Performance
Time to first token—4.13 s
Availability, last 24 hours—100.0%
Samples—18
Route
GroupGrok-heavy 高智商 满血版grok-heavy-test
Data securityLevel 0Level 0
Adjusted intelligence = the model's published intelligence index × intelligence kept. Intelligence kept = the relay's question accuracy ÷ the highest accuracy among checked relays of the same model; under 10 questions, no adjustment. Value = adjusted intelligence ÷ cost per coding session. Gaps under a threshold count as close. Advice weighs the metrics by the chosen priority and is a guide only.