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Model comparison

Granite-4.0-H-1B vs Ling 3.0 Flash

Data verified

Head-to-head evidence from 0 shared benchmark results across 0 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

No sourced benchmark result is currently shared by both models. This page therefore compares only the available metadata, pricing, and runtime rows; it does not name a quality winner.
No comparison
InclusionAI
N/A
0 category wins0 category wins

Evidence parity. Granite-4.0-H-1B and Ling 3.0 Flash share 0 comparable benchmark results. 0 of 8 categories are comparable. 11 results are unique to Granite-4.0-H-1B; 0 to Ling 3.0 Flash.

Updated July 24, 2026
Shared results
0
Granite-4.0-H-1B only
11
Ling 3.0 Flash only
0
Comparable categories
0 / 8

Benchmark data for Granite-4.0-H-1B and Ling 3.0 Flash is coming soon on BenchLM.

Confidence note. This is a partial-evidence comparison with 0 shared benchmark results across 0 evidence categories; 0 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.

Why this result

BenchLM does not have sourced benchmark coverage for Ling 3.0 Flash yet. This comparison is currently limited to metadata such as context window, reasoning mode, and pricing where available.

Ling 3.0 Flash has the larger context window at 262K, compared with 128K for Granite-4.0-H-1B.

Operational comparison

Runtime and commercial metrics are compared only when both models have a complete sourced value.

MetricGranite-4.0-H-1BLing 3.0 FlashComparison
Input / output priceUSD per 1M tokensGranite-4.0-H-1B$0 input / $0 outputLing 3.0 FlashNot availableA complete price comparison is not available.
Generation speedtokens per secondGranite-4.0-H-1BNot availableLing 3.0 FlashNot availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenGranite-4.0-H-1BNot availableLing 3.0 FlashNot availableA complete latency comparison is not available.
Context windowmaximum listed tokensGranite-4.0-H-1B128KLing 3.0 Flash262KLing 3.0 Flash lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkGranite-4.0-H-1BLing 3.0 FlashResult
τ²-bench resultsSource 19.6%Not comparable
Coding
BenchmarkGranite-4.0-H-1BLing 3.0 FlashResult
AA-SciCodeSource 8.2%Not comparable
Reasoning
BenchmarkGranite-4.0-H-1BLing 3.0 FlashResult
AA-LCRSource 6.3%Not comparable
CritPtSource 0.0%Not comparable
Knowledge
BenchmarkGranite-4.0-H-1BLing 3.0 FlashResult
Artificial Analysis Intelligence IndexSource 2.7%Not comparable
AA-GPQA DiamondSource 24.6%Not comparable
AA-HLESource 5.0%Not comparable
AA-Omniscience IndexSource -73.6%Not comparable
AA-Omniscience AccuracySource 5.3%Not comparable
AA-Omniscience Hallucination RateSource 83.4%Not comparable
Inst. Following
BenchmarkGranite-4.0-H-1BLing 3.0 FlashResult
AA-IFBenchSource 25.1%Not comparable
Frequently Asked Questions (3)

Can I compare Granite-4.0-H-1B and Ling 3.0 Flash on BenchLM yet?

Not fully yet. BenchLM is tracking both models, but the sourced benchmark breakdown for this comparison is still coming soon.

Why does this comparison show “coming soon”?

BenchLM only shows category winners and benchmark-level calls when we have sourced results that can be compared fairly. For these models, the public benchmark coverage is not complete enough yet.

What data is available for Granite-4.0-H-1B and Ling 3.0 Flash today?

Granite-4.0-H-1B: $0.00 input / $0.00 output per 1M tokens Ling 3.0 Flash: Pricing unavailable Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.

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Last updated: July 24, 2026