SLA
Service Level Agreement, a core contractual clause in commercial software services that specifies availability, response time, and failure recovery targets. Availability is typically measured in 'nines'; for example, 99.9% availability allows approximately 43 minutes of downtime per month.
Core Facts
Sliding window attention reduces the complexity of attention computation from O(n²) to O(n·w), linearizing GPU memory overhead for long texts.
99.999% availability means no more than 5.26 minutes of downtime per year.
GA (General Availability) is a standard term in the software and cloud services industry, referring to the stage where a product is officially open to all users, can be stably used commercially, and comes with official support and an SLA, usually after preview and public beta.
Timeline (last 90 days)
Gologin Cloud Browser offers a 99.9% SLA service commitment.
Whether a model can be delivered by a host under an SLA is an important signal of its engineering maturity.
In inference service competition, whether guaranteed SLAs can be provided often determines a model's adoption rate in commercial scenarios more than peak performance.
The difficulty of SLA commitments for inference services lies in the fact that latency metrics are greatly affected by input length, concurrency level, and number of output tokens, so the same model may perform several times differently under different loads.
99.9% availability means about 43 minutes of downtime per month on average, while 99.99% means about 4 minutes.
What companies like Harvey sell is not just model capability but also the certainty that "someone is accountable if something goes wrong" (such as indemnity and SLAs).
Traditional cloud services usually specify availability floors and compensation mechanisms in the form of SLAs, whereas developer-facing AI coding subscriptions currently still lack clear rules for allocating responsibility for failures.
A 99.9% SLA commitment is only meaningful under a multi-model, multi-cluster routing architecture; it is hard to give such a guarantee with a single model on a single cluster.
Inference Router promises a 99.9% availability SLA.
An SLA (service level agreement) is a formal commitment by a service provider regarding metrics such as availability and response time; for example, "monthly availability of 99.9%" means about 43 minutes of unavailability is allowed per month.
35 more timeline events
All Facts (20)
Sliding window attention reduces the complexity of attention computation from O(n²) to O(n·w), linearizing GPU memory overhead for long texts.
90%Verified99.999% availability means no more than 5.26 minutes of downtime per year.
80%VerifiedGA (General Availability) is a standard term in the software and cloud services industry, referring to the stage where a product is officially open to all users, can be stably used commercially, and comes with official support and an SLA, usually after preview and public beta.
75%VerifiedSLA availability is typically measured in N nines: 99.9% means approximately 43 minutes of allowable downtime per month, while 99.99% means approximately 4.3 minutes.
70%Verified99.74% monthly availability is roughly equivalent to 1 hour 52 minutes of unavailability per month; 99.47% is roughly equivalent to 3 hours 49 minutes of unavailability per month (calculated based on 30 days per month, 43200 minutes).
65%VerifiedP95表示95%的请求延迟低于该值，P99表示99%的请求延迟低于该值，高分位数指标专门捕捉尾部延迟严重程度
65%VerifiedSLI is a specific metric for measuring service health, SLO is an internally set target value, and SLA is an external commercial commitment that entails financial penalties when violated.
65%VerifiedSLAs (Service Level Agreements) typically specify hard metrics such as system availability, response latency, and maximum error rate.
65%VerifiedMainstream cloud service providers typically commit to service availability SLAs of 99.9% to 99.99%.
65%UnverifiedGitHub Enterprise customers' SLAs typically commit to 99.9% monthly availability.
60%UnverifiedA success rate of 99.95% corresponds to an allowable downtime of approximately 21.9 minutes per month, which falls within the standard commercial service-level SLA.
60%UnverifiedSoftware systems at large enterprises are subject to constraints such as compliance requirements (e.g., Basel Accords, HIPAA regulations), legacy system integration, data governance, and SLA commitments, making rapid releases a matter of legal and business risk.
60%UnverifiedGologin Cloud Browser offers a 99.9% SLA service commitment.
50%Unverified99.9% availability means about 43 minutes of downtime per month on average, while 99.99% means about 4 minutes.
50%UnverifiedWhether a model can be delivered by a host under an SLA is an important signal of its engineering maturity.
50%UnverifiedThe difficulty of SLA commitments for inference services lies in the fact that latency metrics are greatly affected by input length, concurrency level, and number of output tokens, so the same model may perform several times differently under different loads.
50%UnverifiedIn inference service competition, whether guaranteed SLAs can be provided often determines a model's adoption rate in commercial scenarios more than peak performance.
50%UnverifiedWhat companies like Harvey sell is not just model capability but also the certainty that "someone is accountable if something goes wrong" (such as indemnity and SLAs).
50%UnverifiedTraditional cloud services usually specify availability floors and compensation mechanisms in the form of SLAs, whereas developer-facing AI coding subscriptions currently still lack clear rules for allocating responsibility for failures.
50%UnverifiedA 99.9% SLA commitment is only meaningful under a multi-model, multi-cluster routing architecture; it is hard to give such a guarantee with a single model on a single cluster.
50%