Token pricing comparison
Anthropic Claude charges a flat per-token rate based on the model you choose. Token Landing blends premium and economy models automatically, resulting in 60–75% lower total cost for typical production workloads. For a deeper look at reducing spend across providers, see LLM cost optimization strategies.
| Metric | Claude Sonnet 4 | Claude Haiku 3.5 | Token Landing (hybrid) |
|---|---|---|---|
| Input price (per 1M tokens) | $3.00 | $0.80 | $0.80–1.50 |
| Output price (per 1M tokens) | $15.00 | $4.00 | $3.00–6.00 |
Prices are approximate and may change. See full pricing table for more providers.
Feature comparison
| Feature | Anthropic Claude | Token Landing |
|---|---|---|
| API format | Anthropic SDK / Messages API | OpenAI-compatible (broader ecosystem) |
| Model quality ceiling | Claude Sonnet 4 (top-tier) | Routes to flagship models for critical turns |
| Routing | Manual model selection | Automatic A-tier / value-tier split |
| Cost at scale | High — flagship on every token | 40–70% lower via hybrid blend |
| Quality consistency | Uniformly high (and priced accordingly) | High where it matters, efficient elsewhere |
| Migration from OpenAI | SDK rewrite required | Base-URL swap only |
When to choose Anthropic Claude
If you need 100% single-vendor traceability, are already deeply integrated with the Anthropic Claude ecosystem, or have compliance requirements that mandate a specific provider, staying with Anthropic Claude directly makes sense.
When to choose Token Landing
If you want premium-quality UX without paying flagship prices on every token, need to scale AI features cost-effectively, or want the flexibility of multi-model routing behind a single API, Token Landing is designed for your use case. Migration is a base-URL swap — no SDK changes needed.
Cost impact at scale
For a product making 1M API requests per month (avg 500 input + 1,500 output tokens each):
| Approach | Monthly cost (est.) | Quality |
|---|---|---|
| All Claude Sonnet 4 | $15.00 × 1.5B tokens = high | Highest |
| All Claude Haiku 3.5 | Lowest | Good but inconsistent |
| Token Landing hybrid | 60–75% less than all-flagship | High where users notice |