Skip to content

Perceptron Mk1 vs Grok Build 0.1

Perceptron Mk1

perceptron

40#201
vs
Signal-by-Signal Comparison
SignalPerceptron Mk1DeltaGrok Build 0.1
Capabilities
67
-33
100
Pricing
99
+1
98
Context window size
72
-14
86
Recency
100
--
100
Output Capacity
65
+45
20
Overall Result
2 wins
of 5
2 wins
It's a tie - both models win 2 signals each

Score History

Score History (13 data points)
Perceptron Mk1Grok Build 0.1
Perceptron Mk1

40

current score

Leader

Tied

right now

Grok Build 0.1

40

current score

LMMarketCap.com
Interactive Price Comparison
100Kcalls/month
1,000tokens (~1,333 chars)
500tokens (~667 chars)

Perceptron Mk1

perceptron

Best Value
Per request$0.000900
Daily$3.00
Monthly$90.00
Annual$1080.00

Grok Build 0.1

xAI

Per request$0.002000
Daily$6.67
Monthly$200.00
Annual$2400.00

Perceptron Mk1 saves you $110.00/month

That's $1320.00/year compared to Grok Build 0.1 at your current usage level of 100K calls/month.

55% cheaper
Choose Perceptron Mk1 for cost optimization

Perceptron Mk1 pricing:
Input:$0.15/M tokens
Output:$1.50/M tokens
Grok Build 0.1 pricing:
Input:$1.00/M tokens
Output:$2.00/M tokens
Tie
Perceptron Mk1

perceptron

40

Composite Score

Tie
Grok Build 0.1

xAI

40

Composite Score

Signal-by-Signal Comparison
MetricPerceptron Mk1Grok Build 0.1Winner
Overall Score
40
40
--
Rank#201#200
Grok Build 0.1
Quality Rank#201#200
Grok Build 0.1
Adoption Rank#201#200
Grok Build 0.1
Parameters------
Context Window33K256K
Grok Build 0.1
Pricing$0.15/$1.50/M$1.00/$2.00/M--
Signal Scores
Capabilities
67
100
Grok Build 0.1
Pricing
99
98
Perceptron Mk1
Context window size
72
86
Grok Build 0.1
Recency
100
100
Perceptron Mk1
Output Capacity
65
20
Perceptron Mk1
Benchmark Interpretation

Our score (0-100) is driven by benchmark performance (90%) from Arena Elo ratings, MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations. Capabilities and context window serve as tiebreakers (10%). Learn more about our methodology.

Perceptron Mk1Entry Level

Scores 40/100 (rank #201), placing it in the top 31% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Grok Build 0.1Entry Level

Scores 40/100 (rank #200), placing it in the top 31% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

With only a 0-point gap, these models are in the same performance tier. The practical difference in output quality is minimal - your choice should depend on pricing, latency requirements, and specific feature needs.

When to Use Each Model

Choose Perceptron Mk1 when you need:

  • Step-by-step reasoning and chain-of-thought problem solving

Choose Grok Build 0.1 when you need:

  • Processing long documents or large codebases (256K token context)
  • Agentic applications using tool/function calling
  • Step-by-step reasoning and chain-of-thought problem solving
Cost-Performance Analysis
Perceptron Mk1Best Value
Input cost$0.15/M tokens
Output cost$1.50/M tokens
Cost per quality point$0.041
Est. monthly (1M tokens/day)$24.75
Grok Build 0.1
Input cost$1.00/M tokens
Output cost$2.00/M tokens
Cost per quality point$0.075
Est. monthly (1M tokens/day)$45.00

Perceptron Mk1 offers 45% better value per quality point. At 1M tokens/day, you'd spend $24.75/month with Perceptron Mk1 vs $45.00/month with Grok Build 0.1 - a $20.25 monthly difference.

Latency & Speed
Perceptron Mk1Faster
Speed score0/100
Grok Build 0.1
Speed score0/100

Both models have comparable response speeds. For most applications, the latency difference is negligible.

When latency matters most: Interactive chatbots, IDE code completion, real-time translation, and user-facing applications where response time directly impacts experience. For batch processing, background summarization, or offline analysis, latency is less critical.

Example Use Cases

Code generation & review

Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring

Perceptron Mk1

Customer support chatbot

Suitable for user-facing chat with competitive response times. Perceptron Mk1 also offers lower per-token costs for high-volume support

Perceptron Mk1

Long document analysis

Larger context window (256K tokens) can process longer documents, contracts, and research papers in a single pass

Grok Build 0.1

Batch data extraction

Lower output pricing ($1.50/M) reduces costs when processing thousands of records daily

Perceptron Mk1

Creative writing & content

Higher overall composite score (40/100) correlates with better nuance, coherence, and style in long-form content

Perceptron Mk1

Image understanding & OCR

Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly

Perceptron Mk1
Which Should You Choose?
Our recommendation:
Perceptron Mk1

Perceptron Mk1 and Grok Build 0.1 are extremely close in overall performance (only 0 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.

Perceptron Mk1
Recommended

by perceptron

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Cost - 45% lower pricing; better value at scale
  • Choose for Reliability - Higher uptime and faster response speeds
  • Choose for Prototyping - Stronger community support and better developer experience
  • Choose for Production - Wider enterprise adoption and proven at scale

by xAI

Consider for specialized use cases.

Capability Comparison
CapabilityPerceptron Mk1Grok Build 0.1
Vision (Image Input)
Function Callingdiffers
Streaming
JSON Mode
Reasoning
Web Searchdiffers
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

Perceptron Mk1

perceptron

Best Value
$2.07
estimated monthly cost

Grok Build 0.1

xAI

$4.20
estimated monthly cost

Perceptron Mk1 saves you $2.13/month

That's 51% cheaper than Grok Build 0.1 at 1,000 tokens/request and 100 requests/day.

Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.

Parameters & Context
ParameterPerceptron Mk1Grok Build 0.1
Context Window33K256K
Max Output Tokens8,192--
Open SourceNoNo
CreatedMay 12, 2026May 20, 2026
Last updated: 39m ago

Related comparisons

Perceptron Mk1 vs Grok Build 0.1 (2026) | LM Market Cap