Head-to-Head Pricing Benchmark
Side-by-side pricing and context window comparison for production model selection.
Default Recommendation (120M input + 60M output)
inclusionAI: Ling-2.6-flash is lower-cost for the default monthly workload scenario.
Adjust the workload in the calculator below to see a live recommendation for your usage.
| Metric | Microsoft: Phi 4 Mini Instruct | inclusionAI: Ling-2.6-flash |
|---|---|---|
| Developer | microsoft | inclusionai |
| Context Window | 128,000 | 262,144 |
| Max Output Tokens | 128,000 | 32,768 |
| Input Cost / 1M Tokens | $0.0800 | $0.0800 |
| Output Cost / 1M Tokens | $0.3500 | $0.2400 |
| Projected Monthly Cost | $31 | $24 |
| Vision | ❌ No | ❌ No |
| Tool Calling | ❌ No | ✅ Yes |
| Structured Output | ✅ Yes | ✅ Yes |
| Reasoning | ❌ No | ❌ No |
| Web Search | ❌ No | ❌ No |
| Tokenizer | Other | Other |
| MMLU Score | N/A | 77.7 |
| GPQA | N/A | 65.7 |
Price History
Not enough data yet. Price tracking started recently — check back in a few days.
Price History
Current Input / 1M
$0.0800
Current Output / 1M
$0.2400
Performance History
Not enough data yet. Performance tracking started recently — check back in a few days.
Performance History
Current TPS
0.00
Current Latency
0ms
Uptime
100.0%
Adjust your workload to see projected monthly costs.
Microsoft: Phi 4 Mini Instruct
$31
per month
inclusionAI: Ling-2.6-flash
$24
per month
Lower costLive Recommendation
inclusionAI: Ling-2.6-flash is lower-cost at 120M input + 60M output tokens/month.
Continue evaluation with more “A vs B pricing” decision pages.