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Ling 3.0 Flash Fin (free) vs Grok 4.20

Ling 3.0 Flash Fin (free)

inclusionai

40#203
vs
Grok 4.20

xAI

89#34
Signal-by-Signal Comparison
SignalLing 3.0 Flash Fin (free)DeltaGrok 4.20
Capabilities
50
-50
100
Pricing
100
+3
98
Context window size
86
-14
100
Recency
100
--
100
Output Capacity
72
-28
100
Benchmarks
0
-86
86
Overall Result
1 wins
of 6
4 wins
Grok 4.20 wins 4 of 6 signals

Score History

Score History (4 data points)
Ling 3.0 Flash Fin (free)Grok 4.20
Ling 3.0 Flash Fin (free)

40

current score

Leader

Grok 4.20

right now

Grok 4.20

88.8

current score

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

Ling 3.0 Flash Fin (free)

inclusionai

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

Grok 4.20

xAI

Per request$0.002500
Daily$8.33
Monthly$250.00
Annual$3000.00

Ling 3.0 Flash Fin (free) saves you $250.00/month

That's $3000.00/year compared to Grok 4.20 at your current usage level of 100K calls/month.

100% cheaper
Choose Ling 3.0 Flash Fin (free) for cost optimization

Ling 3.0 Flash Fin (free) pricing:
Input:$0.00/M tokens
Output:$0.00/M tokens
Grok 4.20 pricing:
Input:$1.25/M tokens
Output:$2.50/M tokens
Ling 3.0 Flash Fin (free)

inclusionai

40

Composite Score

Winner
Grok 4.20

xAI

89

Composite Score

Signal-by-Signal Comparison
MetricLing 3.0 Flash Fin (free)Grok 4.20Winner
Overall Score
40
89
Grok 4.20
Rank#203#34
Grok 4.20
Quality Rank#203#34
Grok 4.20
Adoption Rank#203#34
Grok 4.20
Parameters------
Context Window262K2000K
Grok 4.20
PricingFree$1.25/$2.50/M--
Signal Scores
Capabilities
50
100
Grok 4.20
Pricing
100
98
Ling 3.0 Flash Fin (free)
Context window size
86
100
Grok 4.20
Recency
100
100
Ling 3.0 Flash Fin (free)
Output Capacity
72
100
Grok 4.20
Benchmarks--
86
Grok 4.20
Benchmark Head-to-Head(11 benchmarks)
Ling 3.0: 0Grok 4.20: 0
Ling 3.0
Grok 4.20
Normalized 0-100%
MMLU
-91.5%
MMLU-Pro
-83.5%
GPQA Diamond
-82%
MATH-500
-95%
HumanEval
-95.5%
SWE-bench Verified
-70%
AIME 2024
-88%
IFEval
-91%
BBH
-90%
Arena Elo
-1462
LiveBench
-73%
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.

Ling 3.0 Flash Fin (free)Entry Level

Scores 40/100 (rank #203), placing it in the top 30% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Grok 4.20Elite Tier

Scores 89/100 (rank #34), placing it in the top 89% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

Grok 4.20 has a 49-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.

When to Use Each Model

Choose Ling 3.0 Flash Fin (free) when you need:

  • High-volume production workloads where API costs must be minimized
  • Step-by-step reasoning and chain-of-thought problem solving

Choose Grok 4.20 when you need:

  • Processing long documents or large codebases (2000K token context)
  • Multimodal workflows that require image understanding
  • Step-by-step reasoning and chain-of-thought problem solving
Cost-Performance Analysis
Ling 3.0 Flash Fin (free)
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
Grok 4.20
Input cost$1.25/M tokens
Output cost$2.50/M tokens
Cost per quality point$0.042
Est. monthly (1M tokens/day)$56.25

Compare the cost per quality point to find the best value for your specific workload.

Latency & Speed
Ling 3.0 Flash Fin (free)Faster
Speed score0/100
Grok 4.20
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

Ling 3.0 Flash Fin (free)

Customer support chatbot

Suitable for user-facing chat with competitive response times. Ling 3.0 Flash Fin (free) also offers lower per-token costs for high-volume support

Ling 3.0 Flash Fin (free)

Long document analysis

Larger context window (2000K tokens) can process longer documents, contracts, and research papers in a single pass

Grok 4.20

Batch data extraction

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

Ling 3.0 Flash Fin (free)

Creative writing & content

Higher overall composite score (89/100) correlates with better nuance, coherence, and style in long-form content

Grok 4.20

Image understanding & OCR

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

Grok 4.20
Which Should You Choose?
Our recommendation:
Grok 4.20

Grok 4.20 clearly outperforms Ling 3.0 Flash Fin (free) with a significant 48.8-point lead. For most general use cases, Grok 4.20 is the stronger choice. However, Ling 3.0 Flash Fin (free) may still excel in niche scenarios.

by inclusionai

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Cost - 100% 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
Grok 4.20
Recommended

by xAI

Consider for specialized use cases.

Capability Comparison
CapabilityLing 3.0 Flash Fin (free)Grok 4.20
Vision (Image Input)differs
Function Calling
Streaming
JSON Modediffers
Reasoning
Web Searchdiffers
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

Ling 3.0 Flash Fin (free)

inclusionai

Best Value
$0.000000
estimated monthly cost

Grok 4.20

xAI

$5.25
estimated monthly cost

Ling 3.0 Flash Fin (free) saves you $5.25/month

That's 100% cheaper than Grok 4.20 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
ParameterLing 3.0 Flash Fin (free)Grok 4.20
Context Window262K2M
Max Output Tokens32,7681,800,000
Open SourceNoNo
CreatedAug 27, 2026Mar 31, 2026
Last updated: 40m ago

相关对比

Ling 3.0 Flash Fin (free) vs Grok 4.20 (2026) | LM Market Cap