Inkling vs GLM 5.2

This comparison does not currently contain a protocol-matched coding benchmark for both Inkling and GLM 5.2, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Inkling is $0.95 and GLM 5.2 is $0.75 per million tokens, so GLM 5.2 is cheaper on this metric. Inkling is $4.05 and GLM 5.2 is $2.40 per million tokens, so GLM 5.2 is cheaper on this metric.

Neither model has a larger sourced context window in this comparison. Inkling is 1,049K and GLM 5.2 is 1,049K.

GLM 5.2 leads the current overall benchmark count. The result uses 3 protocol-matched benchmarks from 2 publishers; it is not a universal quality score.

Both models have the same recorded self-hosting status: supported. Inkling is open weight; GLM 5.2 is open weight.

Inkling is documented with image input; GLM 5.2 is not documented with image input. This reflects supported input modalities, not vision quality.

Neither has a larger sourced maximum output. Inkling is — and GLM 5.2 is —.

Inkling: reasoning, tool calling, and image input. GLM 5.2: reasoning and tool calling. Feature support does not establish relative quality.

Inkling has 4 sourced provider routes; GLM 5.2 has 5, so GLM 5.2 has broader tracked availability.

There is no universal value winner. Compare the input and output prices above with the matched benchmark result for your workload: cheaper tokens can be offset by different quality, token usage, latency, or provider availability.