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Model comparison

Inkling vs Mistral 8x7B v0.2

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.
Thinking Machines Lab
67.54/100
No comparison
N/A
0 category wins0 category wins

Public leaderboard positions: Inkling #20 (Supported); Mistral 8x7B v0.2 #178 (Estimated). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. Inkling and Mistral 8x7B v0.2 share 0 comparable benchmark results. 0 of 8 categories are comparable. 32 results are unique to Inkling; 0 to Mistral 8x7B v0.2.

Updated July 21, 2026
Shared results
0
Inkling only
32
Mistral 8x7B v0.2 only
0
Comparable categories
0 / 8

Benchmark data for Inkling and Mistral 8x7B v0.2 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 Mistral 8x7B v0.2 yet. This comparison is currently limited to metadata such as context window, reasoning mode, and pricing where available.

Inkling is priced at $1.87 input / $4.68 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for Mistral 8x7B v0.2. Inkling has the larger context window at 1M, compared with 32K for Mistral 8x7B v0.2.

Operational comparison

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

MetricInklingMistral 8x7B v0.2Comparison
Input / output priceUSD per 1M tokensInkling$1.87 input / $4.68 outputMistral 8x7B v0.2$0 input / $0 outputMistral 8x7B v0.2 has the lower combined listed price.
Generation speedtokens per secondInklingNot availableMistral 8x7B v0.2Not availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenInklingNot availableMistral 8x7B v0.2Not availableA complete latency comparison is not available.
Context windowmaximum listed tokensInkling1MMistral 8x7B v0.232KInkling lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkInklingMistral 8x7B v0.2Result
Terminal-Bench 2.0Source 63.8%Not comparable
BrowseCompSource 77.1%Not comparable
MCP AtlasSource 74.1%Not comparable
Design Arena Agentic Web DevSource 1257Not comparable
AA Agentic IndexSource 32.3%Not comparable
GDPval-AASource 36.9%Not comparable
GDPval-AASource 1239Not comparable
AA BriefcaseSource 836Not comparable
AA Tau3 BankingSource 23.7%Not comparable
Coding
BenchmarkInklingMistral 8x7B v0.2Result
SWE-bench VerifiedSource 77.6%Not comparable
SWE-bench ProSource 54.3%Not comparable
Terminal-Bench 2.0Source 63.8%Not comparable
AA Coding IndexSource 52.1%Not comparable
AA-SciCodeSource 46.1%Not comparable
Reasoning
BenchmarkInklingMistral 8x7B v0.2Result
AA-LCRSource 63.3%Not comparable
CritPtSource 5.4%Not comparable
Knowledge
BenchmarkInklingMistral 8x7B v0.2Result
GPQASource 87.9%Not comparable
GPQA-DSource 87.9%Not comparable
HLESource 46%Not comparable
HLE w/o toolsSource 30%Not comparable
Artificial Analysis Intelligence IndexSource 40.7%Not comparable
AA-GPQA DiamondSource 87.2%Not comparable
AA-HLESource 29.7%Not comparable
AA-Omniscience IndexSource 2.1%Not comparable
AA-Omniscience AccuracySource 40.0%Not comparable
AA-Omniscience Hallucination RateSource 63.1%Not comparable
Math
BenchmarkInklingMistral 8x7B v0.2Result
AIME26Source 97.1%Not comparable
Multimodal
BenchmarkInklingMistral 8x7B v0.2Result
MMMU-ProSource 73.5%Not comparable
CharXivSource 82%Not comparable
CharXiv w/o toolsSource 78.1%Not comparable
AA-MMMU-ProSource 73.5%Not comparable
Inst. Following
BenchmarkInklingMistral 8x7B v0.2Result
IFBenchSource 79.8%Not comparable
Frequently Asked Questions (3)

Can I compare Inkling and Mistral 8x7B v0.2 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 Inkling and Mistral 8x7B v0.2 today?

Inkling: $1.87 input / $4.68 output per 1M tokens Mistral 8x7B v0.2: $0.00 input / $0.00 output per 1M tokens 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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