Data points: 66
Model compare
The readout for Grok 4.5 and Ling-3.0-flash, before the detailed comparison sheet.
Weighted outcome: Grok 4.5. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Decision read
Grok 4.5
Grok 4.5 has the higher weighted result; Model A / B score 100 to 0.
Evidence depth
66 data points
Includes 0 benchmark rows, 1 audit samples, and 6 provider examples.
Selection signal
Start with Grok 4.5
The charts below split 7 high-signal samples across speed, scores, and audit health.
Switch either side of this report to compare another model with the same LMSpeed data pipeline.
Select a different model to open a new comparison URL.
This report only uses LMSpeed data for Grok 4.5 and Ling-3.0-flash: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Model compare | Grok 4.5 | Ling-3.0-flash |
|---|---|---|
| Overall leader | Leading | Contender |
| Weighted overall score | 100.0 pts | 0.0 pts |
| Benchmark category leads | 0 categories | 0 categories |
| Operational advantages | Cheapest input price, Free providers, Provider coverage | No data |
| Context window | 500K tokens | 262.1K tokens |
| Max output | No data | 32.8K tokens |
| Modalities | Input TextImageFile Output Text |
The overall result weights benchmark capability categories at 80% and price, API speed/latency, and availability at 20%. Recent test volume does not affect the winner, and missing benchmark categories are excluded.
| Model compare | Grok 4.5 | Ling-3.0-flash |
|---|---|---|
| Developer | xAI | Inclusionai |
| Released | Jul 2026 | Jul 2026 |
| Parameters | No data | No data |
| Tokenizer | Grok | Other |
| Knowledge cutoff | No data | No data |
| OpenRouter ID | x-ai/grok-4.5 | inclusionai/ling-3.0-flash |
| References | No data | No data |
This report only uses LMSpeed data for Grok 4.5 and Ling-3.0-flash: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
Grok 4.5
Grok 4.5 has these operational advantages: Cheapest input price, Free providers, Provider coverage.
Ling-3.0-flash
Ling-3.0-flash does not clearly lead in the benchmark or operational dimensions shared by both models.
Third-party benchmark profile synced into LMSpeed; only metrics available for both models are shown.
Compare benchmark category scores on a 0-100 scale. Select a category to inspect the gap.
Avg. score
Grok 4.5
56.5
Avg. score
Ling-3.0-flash
-
Grok 4.5
Grok 4.5
Grok 4.5
Grok 4.5
No data
No data
Grok 4.5
No data
Metric-level scores with benchmark source, rank depth, confidence, error, and evaluation date where available.
No shared professional benchmark scores are available yet.
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | Grok 4.5 | Ling-3.0-flash |
|---|---|---|
Winner: Grok 4.5 | Grok 4.5 grok-4.5 Audit score 87 788486100 | Ling-3.0-flash ling-3.0-flash No audit yet |
Speed aggregates and input/output pricing share each provider row for real API selection and migration cost checks.
| Provider | Grok 4.5 | Ling-3.0-flash |
|---|---|---|
0 tests | Grok 4.5 grok-4.5 speed / latency N/A / N/A input / output $547.50/M/$547.50/M | Ling-3.0-flash ling-3.0-flash speed / latency N/A / N/A input / output $0.730/M/$1.46/M |
0 tests | Grok 4.5 speed / latency N/A / N/A input / output No data | Ling-3.0-flash speed / latency N/A / N/A input / output No data |
0 tests | Grok 4.5 grok-4.5 speed / latency N/A / N/A input / output $0.010/request | Ling-3.0-flash inclusionai/ling-3.0-flash:free speed / latency N/A / N/A input / output $0.010/request |
0 tests | Grok 4.5 speed / latency N/A / N/A input / output No data | Ling-3.0-flash speed / latency N/A / N/A input / output No data |
0 tests | Grok 4.5 speed / latency N/A / N/A input / output No data | Ling-3.0-flash speed / latency N/A / N/A input / output No data |
Grok 4.5 grok-4.5 speed / latency No data input / output $0.100/request | Ling-3.0-flash ling-3.0-flash speed / latency No data input / output $0.100/request |
Weighted outcome: Grok 4.5. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Input
Output
| Features | Text inputImage inputFile inputText outputTool callingStructured outputsJSON modeReasoning | Text inputText outputTool callingReasoning |
|---|
