Granite Speech 5.0 TurboCTC NC vs Inkling

Benchmark Performance

Available Benchmarks

No Protocol-Matched Benchmark Yet.Results appear here only when both models share the same benchmark version, metric, evaluation protocol, and evidence class.
FieldAt a Glance
IBM · activeGranite Speech 5.0 TurboCTC NCVerified Sep 2, 2026
Thinking Machines Lab · activeInklingVerified Sep 3, 2026

Technical Differences

Side-by-Side Facts

Indexable
FieldGranite Speech 5.0 TurboCTC NCInkling
DeveloperIBMThinking Machines Lab
FamilyGranite Speech 5 0Inkling
ModelGranite Speech 5.0 TurboCTC NCInkling
VersionGranite Speech 5.0 TurboCTC NCInkling
Lifecycleactiveactive
Released2026-08-252026-07-15
Knowledge cutoffUnknownUnknown
Input modalitiesAudioText, Image, Video, Audio
Output modalitiesTextText
Context windowUnknown1,048,576
Total parameters472,993,792975,000,000,000
Active parametersUnknown41,000,000,000
Licensecc-by-nc-sa-4.0apache-2.0
Open weightsYesYes
API availableNoYes
Self-hostableYesYes
Provider accessUnknownDeepinfra (Standard), Fireworks Ai (Standard), Openrouter (Standard), Together Ai (Standard)
Capabilitiesautomatic-speech-recognition, transcriptionagents, chat, coding, generation, reasoning, tools, vision

14 comparable fields · 10 material differences · Pair passes the primary-source comparison gate

Granite Speech 5.0 TurboCTC NC Capabilities

automatic-speech-recognitiontranscription
Input price
Output price
Serving providers0
Canonical IDibm-granite/granite-speech-5.0-470m-turboctc-nc

Inkling Capabilities

agentschatcodinggenerationreasoningtoolsvision
Input price$0.95
Output price$4.05
Serving providers4
Canonical IDthinkingmachines/Inkling

Internal Comparison Graph

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Primary Evidence

Sources and Freshness

Questions

Granite Speech 5.0 TurboCTC NC vs Inkling FAQs

Is Granite Speech 5.0 TurboCTC NC or Inkling better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Granite Speech 5.0 TurboCTC NC and Inkling, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, Granite Speech 5.0 TurboCTC NC or Inkling?+

Only Inkling has a directly sourced input price: $0.95 per million tokens. Only Inkling has a directly sourced output price: $4.05 per million tokens.

Which has a larger context window, Granite Speech 5.0 TurboCTC NC or Inkling?+

Neither model has a larger sourced context window in this comparison. Granite Speech 5.0 TurboCTC NC is — and Inkling is 1,048,576.

Which performs better in benchmarks, Granite Speech 5.0 TurboCTC NC or Inkling?+

There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.

Can Granite Speech 5.0 TurboCTC NC or Inkling be self-hosted?+

Both models have the same recorded self-hosting status: supported. Granite Speech 5.0 TurboCTC NC is open weight; Inkling is open weight.

Can Granite Speech 5.0 TurboCTC NC and Inkling understand images?+

Granite Speech 5.0 TurboCTC NC is not documented with image input; Inkling is documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, Granite Speech 5.0 TurboCTC NC or Inkling?+

Neither has a larger sourced maximum output. Granite Speech 5.0 TurboCTC NC is — and Inkling is —.

Do Granite Speech 5.0 TurboCTC NC and Inkling support reasoning and tool use?+

Granite Speech 5.0 TurboCTC NC: none of these features are definitively sourced. Inkling: reasoning, tool calling, and image input. Feature support does not establish relative quality.

Which is available from more inference providers, Granite Speech 5.0 TurboCTC NC or Inkling?+

Granite Speech 5.0 TurboCTC NC has 0 sourced provider routes; Inkling has 4, so Inkling has broader tracked availability.

Which offers better value, Granite Speech 5.0 TurboCTC NC or Inkling?+

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.

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