Modelflare 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.

Model
grok-stable
grok-heavy-test

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.
IntegrityNot checkedSpeedPriceCacheAvailability
ModelflareIKunCode

What matters most to you

For Balanced, choose IKunCode

Main reasons

Integrity25%

Integrity: no data for at least one relay

Availability20%

IKunCode was available 100.0% of the last 24 hours; Modelflare 98.3%

Value20%

IKunCode gives 27.9 points per unit of money, 143% more than Modelflare at 11.5

Speed15%

Speed is close: Modelflare 5.11 s, IKunCode 4.88 s

Price15%

IKunCode costs ¥1.27 per session, 59% less than Modelflare at ¥3.10

Cache5%

Cache is close: Modelflare 75%, IKunCode 75%

Modelflare

Stronger
No clear gap
Weaker
Price¥3.10Availability98.3%Value11.5

IKunCode

Stronger
Price¥1.27Availability100.0%Value27.9
Weaker
No clear gap

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 intelligence35.535.5
Intelligence kept100%Not checked
Question accuracy97% (90 questions)Not checked

Cost

Value for money11.527.9
Cost per coding session¥3.10¥1.27
Input price¥1.4608¥0.6
Output price¥4.3824¥1.8
Cache discount75%75%

Performance

Time to first token5.11 s4.88 s
Availability, last 24 hours98.3%100.0%
Samples17618

Route

Groupgrok-stablegrok-heavy-test
Data securityLevel 4Level 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.