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Model comparison

Ling 2.6 Flash vs Nova Pro

Data verified

Head-to-head evidence from 11 shared benchmark results across 5 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

InclusionAI
43.87/100
Margin
23.5pts
← winning
Amazon
20.32/100
0 category wins0 category wins

Public leaderboard positions: Ling 2.6 Flash #154 (Estimated); Nova Pro #196 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. Ling 2.6 Flash and Nova Pro share 11 comparable benchmark results. 0 of 8 categories are comparable. 7 results are unique to Ling 2.6 Flash; 1 to Nova Pro.

Updated July 21, 2026
Shared results
11
Ling 2.6 Flash only
7
Nova Pro only
1
Comparable categories
0 / 8

Benchmark data for Ling 2.6 Flash and Nova Pro is coming soon on BenchLM.

Confidence note. This is a partial-evidence comparison with 11 shared benchmark results across 5 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 has partial data for these models, but not enough overlapping benchmark coverage to produce a fair score-level comparison yet.

Ling 2.6 Flash has the larger context window at 262K, compared with 128K for Nova Pro.

Category breakdown

Exact category averages are shown below. Not measured means BenchLM does not have enough sourced public coverage for that model and category.

Category scores and score margins for Ling 2.6 Flash and Nova Pro
CategoryLing 2.6 FlashΔNova Pro
CodingLing 2.6 Flash27.0MarginNo overlapNova ProNot measured
KnowledgeLing 2.6 Flash59.0MarginNo overlapNova ProNot measured
Inst. FollowingLing 2.6 Flash57.0MarginNo overlapNova ProNot measured

Operational comparison

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

MetricLing 2.6 FlashNova ProComparison
Input / output priceUSD per 1M tokensLing 2.6 FlashNot availableNova ProNot availableA complete price comparison is not available.
Generation speedtokens per secondLing 2.6 Flash209.5 tok/sNova Pro141 tok/sLing 2.6 Flash has the higher measured throughput.
First-answer latencyseconds to first tokenLing 2.6 Flash1.07 sNova Pro0.81 sNova Pro reaches the first token sooner.
Context windowmaximum listed tokensLing 2.6 Flash262KNova Pro128KLing 2.6 Flash lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkLing 2.6 FlashNova ProResult
τ²-bench resultsSource 86%14%Ling 2.6 Flash leads
GDPval-AASource 2.2%Not comparable
GDPval-AASource 545Not comparable
AA Agentic IndexSource 2.3%Not comparable
Coding
BenchmarkLing 2.6 FlashNova ProResult
SciCodeSource 27%Not comparable
AA Coding IndexSource 25.3%Not comparable
AA-SciCodeSource 27.1%20.8%Ling 2.6 Flash leads
Reasoning
BenchmarkLing 2.6 FlashNova ProResult
AA-LCRSource 25.0%19.0%Ling 2.6 Flash leads
CritPtSource 0.0%0.0%Tie
Knowledge
BenchmarkLing 2.6 FlashNova ProResult
Artificial Analysis Intelligence IndexSource 14.1%7.7%Ling 2.6 Flash leads
GPQASource 59%Not comparable
AA-GPQA DiamondSource 59.3%49.9%Ling 2.6 Flash leads
AA-HLESource 6.2%3.4%Ling 2.6 Flash leads
AA-Omniscience IndexSource -65.7%-47.6%Nova Pro leads
AA-Omniscience AccuracySource 15.4%17.0%Nova Pro leads
AA-Omniscience Hallucination RateSource 95.8%77.9%Nova Pro leads
Multimodal
BenchmarkLing 2.6 FlashNova ProResult
AA-MMMU-ProSource 44.3%Not comparable
Inst. Following
BenchmarkLing 2.6 FlashNova ProResult
IFBenchSource 57%Not comparable
AA-IFBenchSource 57.4%38.1%Ling 2.6 Flash leads
Frequently Asked Questions (3)

Can I compare Ling 2.6 Flash and Nova Pro 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 Ling 2.6 Flash and Nova Pro today?

Ling 2.6 Flash: Pricing unavailable Nova Pro: 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 21, 2026

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