Cost Comparison
How much does each decision cost?
At scale, per-request LLM costs add up fast. Sparkient shifts intelligence from a variable cost to a fixed cost.
Volume
GPT-4o
Gemini Flash
Groq
Sparkient
1K/day
$900
$45
$18
$0Free trial
10K/day
$9,000
$450
$180
$199Starter
50K/day
$45,000
$2,250
$900
$199Starter
200K/day
$180,000
$9,000
$3,600
$599Growth
1M/day
$900,000
$45,000
$18,000
$1,999Scale
Estimated monthly costs based on ~300 input + 100 output tokens per decision at published API pricing. Sparkient costs are fixed plan prices.
Latency (p95, ms)(lower is better)
Sparkient85ms
Groq220ms
Gemini Flash650ms
GPT-4o1,800ms
Monthly Cost at 50K/day(lower is better)
Sparkient199
Groq900
Gemini Flash2,250
GPT-4o45,000
Direct LLM APIs
Sparkient
Per-request LLM cost
Yes — every request
No — compiled model
Latency (p95)
150–3,000ms
<100ms
Custom to your domain
Prompt engineering
Trained on your data
Works offline / at edge
No
Yes — ONNX bundle
Predictable monthly cost
No — scales with volume
Yes — fixed plans
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