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Inkling (batch) vs GLM 5.2

One line per model: the best value available from any of its providers at each point, which is what a caller routing to the healthy endpoint would see.

CompareInkling (batch)GLM 5.2
ModelProvidersBest uptimeFastest p50Best p99ThroughputContextCheapest $/Mtok
Inkling (batch)0/1
524K
$1.00 / $4.05
Together
GLM 5.223/31
100%
Ambient
644ms
Together
3.67s
Cloudflare
98 tps
BaseTen
1.0M
$0.419 / $1.32
Novita

Availability

Best uptime available from any provider. Axis starts at 90%; it expands to 0 when a model falls below.

Time to first token

Fastest p50 available from any provider. Logarithmic axis.

Throughput

Best median tokens per second available.