Model scorecard
Undi95 toppy-m-7b
Composite 69.6/100 across quality, throughput, latency, price efficiency and usable context — measured through the gateway, not vendor-reported.
B+69.6/100undi95/toppy-m-7btext · 4k context
Capability
eval compositeQuality (blended eval)62
Category: cheap
Usable context0
4k advertised window
Serving
gateway measuredThroughput100
380 output tokens/s median
Time to first token90
60ms p50
Economics
at provider costPrice efficiency97
$0.07 per 1M output tokens
Quality per dollar100
llmcloud adds $0 to these token prices.
Suggested usage
Not a default pick today. It is a reasonable explicit choice when you need this vendor specifically, or as a failover target inside auto:cheap.
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