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Falcon3 10B Instruct vs SWE-1.5

vs
SWE-1.5

Windsurf

40#302
Signal-by-Signal Comparison
SignalFalcon3 10B InstructDeltaSWE-1.5
Capabilities
50
--
50
Pricing
100
--
100
Context window size
65
+65
0
Recency
29
-47
76
Output Capacity
65
+45
20
Overall Result
2 wins
of 5
1 wins
Falcon3 10B Instruct wins 2 of 5 signals

Score History

Score History (17 data points)
Falcon3 10B InstructSWE-1.5
Falcon3 10B Instruct

40

current score

Leader

Falcon3 10B Instruct

right now

SWE-1.5

39.5

current score

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

Falcon3 10B Instruct

TII

Per request$0.000000
Daily$0.00
Monthly$0.00
Annual$0.00

SWE-1.5

Windsurf

Per request$0.000000
Daily$0.00
Monthly$0.00
Annual$0.00
Falcon3 10B Instruct pricing:
Input:$0.00/M tokens
Output:$0.00/M tokens
SWE-1.5 pricing:
Input:$0.00/M tokens
Output:$0.00/M tokens
Winner
Falcon3 10B Instruct

TII

40

Composite Score

SWE-1.5

Windsurf

40

Composite Score

Signal-by-Signal Comparison
MetricFalcon3 10B InstructSWE-1.5Winner
Overall Score
40
40
Falcon3 10B Instruct
Rank#300#302
Falcon3 10B Instruct
Quality Rank#300#302
Falcon3 10B Instruct
Adoption Rank#300#302
Falcon3 10B Instruct
Parameters10B----
Context Window33K----
PricingFreeFree--
Signal Scores
Capabilities
50
50
Falcon3 10B Instruct
Pricing
100
100
Falcon3 10B Instruct
Context window size
65
0
Falcon3 10B Instruct
Recency
29
76
SWE-1.5
Output Capacity
65
20
Falcon3 10B Instruct
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.

Falcon3 10B InstructEntry Level

Scores 40/100 (rank #300), placing it in the top -3% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
SWE-1.5Entry Level

Scores 40/100 (rank #302), placing it in the top -4% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

With only a 1-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 Falcon3 10B Instruct when you need:

  • Step-by-step reasoning and chain-of-thought problem solving
  • Self-hosted deployments where you need full control over the model

Choose SWE-1.5 when you need:

  • Step-by-step reasoning and chain-of-thought problem solving
Cost-Performance Analysis
Falcon3 10B Instruct
Input cost$0.00/M tokens
Output cost$0.00/M tokens
Cost per quality point$0.000
Est. monthly (1M tokens/day)$0.00
SWE-1.5
Input cost$0.00/M tokens
Output cost$0.00/M tokens
Cost per quality point$0.000
Est. monthly (1M tokens/day)$0.00

Both models are priced similarly, so the decision comes down to quality and features rather than cost.

Latency & Speed
Falcon3 10B InstructFaster
Speed score0/100
SWE-1.5
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

Falcon3 10B Instruct

Customer support chatbot

Suitable for user-facing chat with competitive response times. Falcon3 10B Instruct also offers lower per-token costs for high-volume support

Falcon3 10B Instruct

Long document analysis

Larger context window (33K tokens) can process longer documents, contracts, and research papers in a single pass

Falcon3 10B Instruct

Batch data extraction

Lower output pricing ($0.00/M) reduces costs when processing thousands of records daily

Falcon3 10B Instruct

Creative writing & content

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

Falcon3 10B Instruct
Which Should You Choose?
Our recommendation:
Falcon3 10B Instruct

Falcon3 10B Instruct and SWE-1.5 are extremely close in overall performance (only 0.5 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.

by TII

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Cost - 0% 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 Windsurf

Consider for specialized use cases.

Capability Comparison
CapabilityFalcon3 10B InstructSWE-1.5
Vision (Image Input)
Function Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

Falcon3 10B Instruct

TII

$0.000000
estimated monthly cost

SWE-1.5

Windsurf

$0.000000
estimated monthly cost

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

Parameters & Context
ParameterFalcon3 10B InstructSWE-1.5
Context Window33K--
Max Output Tokens8,192--
Open SourceYesNo
CreatedDec 17, 2024Sep 1, 2025
Last updated: 10m ago

相关对比

Falcon3 10B Instruct vs SWE-1.5 (2026) | LM Market Cap