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Model comparison

GPT-5.6 Sol vs LFM2.5-8B-A1B

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.

81.96/100
Margin
40.5pts
← winning
41.42/100
1 category wins0 category wins

Public leaderboard positions: GPT-5.6 Sol #3 (Supported); LFM2.5-8B-A1B #166 (Estimated). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. GPT-5.6 Sol and LFM2.5-8B-A1B share 11 comparable benchmark results. 1 of 8 categories are comparable. 35 results are unique to GPT-5.6 Sol; 6 to LFM2.5-8B-A1B.

Updated July 23, 2026
Shared results
11
GPT-5.6 Sol only
35
LFM2.5-8B-A1B only
6
Comparable categories
1 / 8

Pick GPT-5.6 Sol if you want the stronger benchmark profile. LFM2.5-8B-A1B only becomes the better choice if you want the cheaper token bill.

Confidence note. This is a partial-evidence comparison with 11 shared benchmark results across 5 evidence categories; 1 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.

Why this result

GPT-5.6 Sol is clearly ahead on the BenchAlign aggregate, 81.96 to 41.42. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

GPT-5.6 Sol's sharpest advantage is in mathematics, where it averages 87.5 against 50.

GPT-5.6 Sol is also the more expensive model on tokens at $5.00 input / $30.00 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for LFM2.5-8B-A1B. That is roughly Infinityx on output cost alone. GPT-5.6 Sol gives you the larger context window at 1M, compared with 128K for LFM2.5-8B-A1B.

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 GPT-5.6 Sol and LFM2.5-8B-A1B
CategoryGPT-5.6 SolΔLFM2.5-8B-A1B
MathGPT-5.6 Sol87.5Margin 37.5LFM2.5-8B-A1B50.0
AgenticGPT-5.6 Sol92.0MarginNo overlapLFM2.5-8B-A1BNot measured
CodingGPT-5.6 Sol64.6MarginNo overlapLFM2.5-8B-A1BNot measured
KnowledgeGPT-5.6 Sol94.6MarginNo overlapLFM2.5-8B-A1BNot measured
MultimodalGPT-5.6 Sol83.0MarginNo overlapLFM2.5-8B-A1BNot measured
Inst. FollowingGPT-5.6 SolNot measuredMarginNo overlapLFM2.5-8B-A1B68.8

Operational comparison

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

MetricGPT-5.6 SolLFM2.5-8B-A1BComparison
Input / output priceUSD per 1M tokensGPT-5.6 Sol$5 input / $30 outputLFM2.5-8B-A1B$0 input / $0 outputLFM2.5-8B-A1B has the lower combined listed price.
Generation speedtokens per secondGPT-5.6 SolNot availableLFM2.5-8B-A1BNot availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenGPT-5.6 SolNot availableLFM2.5-8B-A1BNot availableA complete latency comparison is not available.
Context windowmaximum listed tokensGPT-5.6 Sol1MLFM2.5-8B-A1B128KGPT-5.6 Sol lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkGPT-5.6 SolLFM2.5-8B-A1BResult
Terminal-Bench 2.0Source 91.9%Not comparable
BrowseCompSource 92.2%Not comparable
OSWorld 2.0Source 62.6%Not comparable
CyberGymSource 84.5%Not comparable
ExploitGymSource 33.7%Not comparable
ToolathlonSource 58%Not comparable
AA Agentic IndexSource 54.0%Not comparable
τ²-bench resultsSource 85.1%16.1%GPT-5.6 Sol leads
GDPval-AASource 61.8%Not comparable
GDPval-AASource 1736Not comparable
AA BriefcaseSource 1501Not comparable
AA ITBenchSource 56.2%Not comparable
AA Tau3 BankingSource 33.0%Not comparable
AA AutomationBenchSource 51.2%Not comparable
AA Harvey LABSource 87.2%Not comparable
terminalBenchHardSource 65.9%Not comparable
aaTerminalBench21Source 88%Not comparable
BFCL v4Source 49.7%Not comparable
Coding
BenchmarkGPT-5.6 SolLFM2.5-8B-A1BResult
SWE-bench ProSource 64.6%Not comparable
Terminal-Bench 2.0Source 91.9%Not comparable
deepSweSource 72.7%Not comparable
FrontierCode 1.1 ExtendedSource 60.6%Not comparable
cursorBench32Source 67.2%Not comparable
VulcanBench v3Source 87.0%Not comparable
AA Coding IndexSource 77.4%Not comparable
AA-SciCodeSource 56.1%7.8%GPT-5.6 Sol leads
Reasoning
BenchmarkGPT-5.6 SolLFM2.5-8B-A1BResult
ARC-AGI-3Source 7.8%Not comparable
GeneBench-ProSource 28.7%Not comparable
AA-LCRSource 73.7%0.0%GPT-5.6 Sol leads
CritPtSource 32.3%0.0%GPT-5.6 Sol leads
Knowledge
BenchmarkGPT-5.6 SolLFM2.5-8B-A1BResult
GPQASource 94.6%Not comparable
GPQA-DSource 94.6%Not comparable
HealthBench ProfessionalSource 60.5%Not comparable
HealthBench HardSource 33.1%Not comparable
Artificial Analysis Intelligence IndexSource 58.9%8.3%GPT-5.6 Sol leads
AA-GPQA DiamondSource 94.1%51.3%GPT-5.6 Sol leads
AA-HLESource 47.2%6.9%GPT-5.6 Sol leads
AA-Omniscience IndexSource 21.7%-33.3%GPT-5.6 Sol leads
AA-Omniscience AccuracySource 58.5%9.4%GPT-5.6 Sol leads
AA-Omniscience Hallucination RateSource 88.8%47.0%LFM2.5-8B-A1B leads
MathGPT-5.6 Sol wins
BenchmarkGPT-5.6 SolLFM2.5-8B-A1BResult
FrontierMath (legacy)Source 89%Not comparable
FrontierMath v2 (Tiers 1-3)Source 89.000%Not comparable
FrontierMath v2 (Tier 4)Source 83.000%Not comparable
MATH-500Source 88.8%Not comparable
AIME 2025Source 42.5%Not comparable
AIME26Source 50.0%Not comparable
Multimodal
BenchmarkGPT-5.6 SolLFM2.5-8B-A1BResult
MMMU-ProSource 83%Not comparable
MMMU-Pro w/ PythonSource 84.6%Not comparable
AA-MMMU-ProSource 83.4%Not comparable
Inst. Following
BenchmarkGPT-5.6 SolLFM2.5-8B-A1BResult
AA-IFBenchSource 72.7%55.6%GPT-5.6 Sol leads
IFEvalSource 91.8%Not comparable
IFBenchSource 56.5%Not comparable
Frequently Asked Questions (2)

Which is better, GPT-5.6 Sol or LFM2.5-8B-A1B?

GPT-5.6 Sol is ahead on BenchLM's BenchAlign leaderboard, 81.96 to 41.42.

Which is better for math, GPT-5.6 Sol or LFM2.5-8B-A1B?

GPT-5.6 Sol has the edge for math in this comparison, averaging 87.5 versus 50. LFM2.5-8B-A1B stays close enough that the answer can still flip depending on your workload.

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Last updated: July 23, 2026

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